diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 09b0de7c..7bb14932 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -235,13 +235,23 @@ jobs:
           python -m pip install -e ".[test]"
       - name: Install and verify the Pi package
         working-directory: integrations/pi
+        # Windows defaults to pwsh, which reports only the last command's exit code.
+        shell: bash
         env:
           ENGRAPHIS_PI_TEST_COMMAND: engraphis-mcp
         run: |
+          # npm 10 crashes while repairing a nested published shrinkwrap.
+          npm install --global --ignore-scripts npm@11.12.1
           npm ci --ignore-scripts
+          # The test host's published shrinkwrap overrides this package's nested pin.
+          # Repair that exact leaf in the installed host, preserving its other locked deps.
+          # --omit=dev excludes the host's own authoring tools, not this package's test tools.
+          npm install --prefix node_modules/@earendil-works/pi-coding-agent --ignore-scripts --no-save --omit=dev brace-expansion@5.0.12
+          node -e "require('node:assert/strict').equal(require('./node_modules/@earendil-works/pi-coding-agent/node_modules/brace-expansion/package.json').version, '5.0.12')"
           npm run verify
           npm run test:integration
-          npm audit --omit=dev
+          npm audit
+          npm audit --no-package-lock --include=dev
 
   browser-accessibility:
     name: browser accessibility smoke
@@ -441,7 +451,9 @@ jobs:
           wheels = list(Path("dist").glob("*.whl"))
           assert len(wheels) == 1
           profile = os.environ["ENGRAPHIS_SMOKE_PROFILE"]
+          # Large server wheels can pause longer than pip's default socket timeout.
           subprocess.run([str(executable), "-m", "pip", "install",
+                          "--timeout", "120", "--retries", "5",
                           str(wheels[0].resolve()) + f"[{profile}]"], check=True)
           subprocess.run([str(executable), "-m", "pip", "check"], check=True)
           (root / "environment.lock").write_text(subprocess.check_output(
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 6aee6ebc..de2d3af5 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -892,6 +892,11 @@ jobs:
 
   github-release:
     name: Publish GitHub Release
+    # Share one publication lock with repairs, including runs on other refs.
+    concurrency:
+      group: engraphis-github-release-publication
+      cancel-in-progress: false
+      queue: max
     needs: publish
     environment: release-qualification
     if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
@@ -953,6 +958,11 @@ jobs:
 
   github-release-repair:
     name: Repair GitHub Release
+    # Hold the lock from the Latest lookup through all GitHub release writes.
+    concurrency:
+      group: engraphis-github-release-publication
+      cancel-in-progress: false
+      queue: max
     environment: release-qualification
     if: >-
       github.event_name == 'workflow_dispatch' &&
@@ -1231,7 +1241,27 @@ jobs:
         run: |
           set -euo pipefail
           notes_args=()
+          latest_args=(--latest)
+          promote_latest=true
           if [ "$WAIVE_QUALIFICATION" = "true" ]; then
+            # A retained older repair must not displace a newer public Latest.
+            # Both authorized candidates already have a public release history;
+            # failed lookups or unknown tag formats stop before any release write.
+            current_latest="$(gh release view --repo "$GH_REPO" --json tagName --jq .tagName)"
+            promote_latest="$(python - "$RELEASE_TAG" "$current_latest" <<'PY'
+          import re
+          import sys
+
+          def version(tag):
+              if re.fullmatch(r"v(0|[1-9][0-9]*)\.(0|[1-9][0-9]*)\.(0|[1-9][0-9]*)", tag) is None:
+                  raise SystemExit("Latest release comparison requires stable version tags")
+              return tuple(map(int, tag[1:].split(".")))
+
+          print("true" if version(sys.argv[1]) >= version(sys.argv[2]) else "false")
+          PY
+          )"
+            latest_args=(--latest=false)
+            if [ "$promote_latest" = "true" ]; then latest_args=(--latest); fi
             {
               printf '## Release qualification\n\n'
               printf 'The owner waived full-product qualification for this release. Mandatory full-product gates are not represented as passed.\n\n'
@@ -1254,7 +1284,7 @@ jobs:
             gh release upload "$RELEASE_TAG" verified-dist/* release-evidence/* \
               --repo "$GH_REPO" \
               --clobber
-            if [ "$WAIVE_QUALIFICATION" = "true" ]; then
+            if [ "$WAIVE_QUALIFICATION" = "true" ] && [ "$promote_latest" = "true" ]; then
               gh release edit "$RELEASE_TAG" --repo "$GH_REPO" --latest
             fi
           else
@@ -1264,5 +1294,5 @@ jobs:
               --generate-notes \
               "${notes_args[@]}" \
               --title "Engraphis ${RELEASE_TAG#v}" \
-              --latest
+              "${latest_args[@]}"
           fi
diff --git a/BENCHMARKS.md b/BENCHMARKS.md
index 43eb1b95..6c60ae4e 100644
--- a/BENCHMARKS.md
+++ b/BENCHMARKS.md
@@ -94,14 +94,14 @@ interpretation and do not count as additional benchmark-quality gains.
 ### Public numeric evidence registry
 
 Every exact public aggregate retained below comes from the checked-in, public-safe
-[`offline-fixtures-v80.json`](docs/benchmark-evidence/offline-fixtures-v80.json) artifact. Its
+[`offline-fixtures-v88.json`](docs/benchmark-evidence/offline-fixtures-v88.json) artifact. Its
 SHA-256 is
-`ac63dac1e34c66b658eeb5846599ef42d774a5e212860b2a909941f364c82bc2`, also recorded in the
+`18af203925d9d53f77097b4459a30578b2d769a8bc9c7d224e7897f2a1b19199`, also recorded in the
 adjacent `.sha256` file. The artifact contains no raw questions, answers, prompts, customer data,
 or per-record content fingerprints.
 
 The fixture-suite digest is
-`431b525443f5b4875646e7f6470d107f584120bdd6ee7f53d0b6484d003fa0f7`. The artifact defines
+`f727d7ee767b9798cefac33bf7d82423e02aeaa52b1b7964341ee1222d3dff81`. The artifact defines
 the digest algorithm and records the SHA-256 of every suite and dataset file. Each evidence ID
 also binds its exact command through `sha256(UTF-8 exact command)`:
 
@@ -123,10 +123,10 @@ Historical LoCoMo, graph, handoff, consolidation, and security figures remain pr
 source artifacts but are omitted from the current chart until each has a matching immutable,
 public-safe artifact. The chart labels coding outcomes, external datasets, and operational
 capacity as pending evaluation tracks rather than implying scores. Regenerate it with
-`python scripts/render_benchmark_report.py --report docs/benchmark-evidence/offline-fixtures-v80.json --output docs/images/context-efficiency.svg` after selecting the report to publish.
+`python scripts/render_benchmark_report.py --report docs/benchmark-evidence/offline-fixtures-v88.json --output docs/images/context-efficiency.svg` after selecting the report to publish.
 
 The companion examples are also generated from that artifact with
-`python -m scripts.render_benchmark_examples --report docs/benchmark-evidence/offline-fixtures-v80.json --output docs/images/evidence-backed-agent-examples.svg`.
+`python -m scripts.render_benchmark_examples --report docs/benchmark-evidence/offline-fixtures-v88.json --output docs/images/evidence-backed-agent-examples.svg`.
 The historical-to-executable mapping is in
 [`docs/BENCHMARK_CHANGE_COVERAGE.md`](docs/BENCHMARK_CHANGE_COVERAGE.md).
 
diff --git a/CHANGELOG.md b/CHANGELOG.md
index a2e69ec6..61b896d2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,28 @@ All notable changes to Engraphis are documented here. Format loosely follows
 
 ## [Unreleased]
 
+- Updated the Pi extension's locked `fast-uri` to 3.1.8, `ip-address` to 10.7.2 and
+  `brace-expansion` to 5.0.12. CI repairs the Pi test host's embedded vulnerable leaf with
+  that exact pin, verifies the installed version, and audits both the full dependency lock
+  and installed tree. Pi checks use bash on Windows, so every install, build, test and audit
+  failure stops the job.
+- Updated the Pi test host to 0.87.1 to include the patched WebSocket client, and
+  extended the Pi dependency audit to cover its development dependencies.
+- Updated the Pi extension's locked `ip-address` dependency to 10.5.1, fixing
+  IPv6 link-local and NAT64 classification advisories without changing its dependency ranges.
+- Hardened the experimental Cloud decision client with validated destinations,
+  redirect refusal, bounded responses, strict decision parsing, and read-only
+  result interfaces. Loopback endpoints bypass proxies and reject external DNS
+  destinations. Managed availability and performance remain unverified.
+- Fixed the spacetime overlay's final paused frame being skipped by paint throttling.
+- Enforced a Cloud request deadline across connection retries, TLS, request sends,
+  proxy handshakes, slow headers, and chunk framing. Preserved HTTP 413 for streamed oversized read-only
+  requests across parser versions.
+- Prevented retained-release waiver repairs from replacing a newer GitHub Latest
+  release, with a shared publication queue to serialize GitHub release writes.
+- Reran the public offline fixtures into immutable v88 evidence and refreshed its
+  source bindings, documentation, and charts.
+
 ## [1.7.8] - 2026-09-27
 
 - Improved graph rendering and overlay scheduling, preserved saved Compact and custom
diff --git a/README.md b/README.md
index 9d99cc12..c0be69e6 100644
--- a/README.md
+++ b/README.md
@@ -84,9 +84,9 @@ neither is an end-to-end question-answer score. Coding outcomes, external datase
 operational capacity remain separate pending evaluation tracks until their artifacts are selected.
 
 These values are evidence IDs `offline-chunking` and `offline-performance` in
-[`offline-fixtures-v80.json`](https://github.com/Coding-Dev-Tools/engraphis/blob/main/docs/benchmark-evidence/offline-fixtures-v80.json),
+[`offline-fixtures-v88.json`](https://github.com/Coding-Dev-Tools/engraphis/blob/main/docs/benchmark-evidence/offline-fixtures-v88.json),
 SHA-256
-`ac63dac1e34c66b658eeb5846599ef42d774a5e212860b2a909941f364c82bc2`.
+`18af203925d9d53f77097b4459a30578b2d769a8bc9c7d224e7897f2a1b19199`.
 [`BENCHMARKS.md`](https://github.com/Coding-Dev-Tools/engraphis/blob/main/BENCHMARKS.md#public-numeric-evidence-registry)
 records the matching suite digest, exact commands, and per-command config digests. The offline
 fixture registry intentionally excludes external, model-dependent, consolidation, productivity,
diff --git a/docs/HOSTED_PLANS.md b/docs/HOSTED_PLANS.md
index 185f2b43..2bb9bdf8 100644
--- a/docs/HOSTED_PLANS.md
+++ b/docs/HOSTED_PLANS.md
@@ -28,5 +28,14 @@ The email-confirmed, no-card trial lasts three active days for Pro and ten activ
 24 hours. It does not extend a trial or subscription, grant cloud access, or affect the free
 local tools. `recovery_read_only` supports hosted account recovery and export after grace.
 
+## Experimental decision adapter
+
+The source includes an opt-in Jev advisory adapter and a client for the experimental
+`POST /v1/jev/decide` Cloud endpoint. It is not connected to core memory writes or
+grounded recall. Callers supply a client and pinned model and explicitly authorize
+each remote request; offline mode keeps these calls local by declining the request.
+Managed availability, plan entitlements, quotas, latency, and savings require separate
+service verification and are not established by this client implementation.
+
 See [Licensing and commercial service boundary](LICENSING.md) for the full source and service
 boundary, and [Cloud Sync](SYNC.md) for the sync security model.
diff --git a/docs/benchmark-evidence/offline-fixtures-v81.json b/docs/benchmark-evidence/offline-fixtures-v81.json
new file mode 100644
index 00000000..9b5e8439
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v81.json
@@ -0,0 +1,691 @@
+{
+  "environment": {
+    "embedding": "deterministic",
+    "numpy": "2.4.5",
+    "platform": "win32",
+    "python": "3.12.10",
+    "vector_backend": "numpy"
+  },
+  "generated_on": "2026-09-28",
+  "privacy": {
+    "contains_answers": false,
+    "contains_customer_data": false,
+    "contains_per_record_fingerprints": false,
+    "contains_prompts": false,
+    "contains_raw_questions": false
+  },
+  "runs": [
+    {
+      "boundary": "Deterministic offline retrieval fixture; normalized-character token estimator; not external QA or provider billing.",
+      "command": "python -m eval.chunking_eval --dataset eval/datasets/longdoc.jsonl --k 5",
+      "config_digest": "c1c8196aa7e1568ef3844a9fb2d76b87f342c39108e32d6ad144b885a76143b8",
+      "config_digest_method": "sha256(UTF-8 exact command)",
+      "id": "offline-chunking",
+      "result": {
+        "chunked": {
+          "max_stored_tokens": 59,
+          "mean_context_tokens": 214.3,
+          "mean_evidence_tokens": 42.4,
+          "memories": 24,
+          "recall_at_k": 1.0
+        },
+        "context_reduction_pct": 71.1,
+        "documents": 6,
+        "k": 5,
+        "questions": 18,
+        "token_counter": "engraphis.chars4.v1",
+        "whole": {
+          "max_stored_tokens": 213,
+          "mean_context_tokens": 740.3,
+          "mean_evidence_tokens": 162.2,
+          "memories": 6,
+          "recall_at_k": 1.0
+        }
+      }
+    },
+    {
+      "boundary": "Deterministic offline CodeMem fixture; serialized JSON-shape payload proxies, not MCP transport responses, provider billing, or latency claims.",
+      "command": "python -m eval.performance --dataset eval/datasets/codemem.jsonl --k 5 --iterations 10 --json",
+      "config_digest": "bbe4aca81e58d4830e50a8fc7729a1d15b71d97a6299bccd79432b7f119677d7",
+      "config_digest_method": "sha256(UTF-8 exact command)",
+      "id": "offline-performance",
+      "result": {
+        "answer_token_recall": 1.0,
+        "compact_serialized_payload_tokens": 11138,
+        "dataset_cases": 14,
+        "full_serialized_payload_tokens": 24590,
+        "hit_at_k": 1.0,
+        "k": 5,
+        "max_context_tokens": 108,
+        "mean_context_tokens": 85.38,
+        "memories": 44,
+        "packed_quality": {
+          "answer_token_recall": 1.0,
+          "hit_at_k": 1.0,
+          "recall_at_k": 1.0,
+          "sample_count": 26
+        },
+        "payload_boundary": {
+          "kind": "serialized_json_shape_proxy",
+          "mcp_envelope_serialized": false,
+          "token_counter": "engraphis.regex.v1",
+          "transport_measured": false
+        },
+        "quality_scope": {
+          "packed": "packed_quality fields score only chunks admitted to reader context",
+          "retrieved": "legacy quality fields score all candidate chunks returned before context packing"
+        },
+        "questions": 26,
+        "recall_at_k": 1.0,
+        "saved_serialized_payload_tokens": 13452,
+        "serialized_payload_savings_ratio": 0.5471,
+        "timed_recalls": 260,
+        "token_budget": 1500,
+        "token_counter": "engraphis.regex.v1"
+      }
+    },
+    {
+      "boundary": "Deterministic offline support/abstention fixture; not a frontier-model answer-quality score.",
+      "command": "python -m eval.grounded",
+      "config_digest": "590442e51e3642c10489165759919dc86ffac62c182937330c153e7f8d5fc26f",
+      "config_digest_method": "sha256(UTF-8 exact command)",
+      "id": "offline-grounded",
+      "result": {
+        "abstained": 6,
+        "answerable": 5,
+        "decision_accuracy": 1.0,
+        "grounded": 5,
+        "off_topic": 6,
+        "quarantine_hits": 1,
+        "quarantined": 1
+      }
+    }
+  ],
+  "schema": "engraphis-public-offline-fixtures/v1",
+  "suite": {
+    "digest": "f5d3477ef426ec7486963b119ca70d0dff078b277117d3b858e202f8f1c28e43",
+    "digest_method": "sha256(canonical compact JSON mapping each sorted path to its file SHA-256)",
+    "files": {
+      "engraphis/__init__.py": "7d7e5e18c96a9a4f5c0eef6d123e7506736231819d11276b21e598f045fa40dd",
+      "engraphis/ai_context.py": "4dfd5d39eb95d05c591d1981e9e855eced73232f53efd9fe9966e0e08957d030",
+      "engraphis/app.py": "44d68ad8c0ff46baed01978c9b04e40b8be5031609d5a69e205b7f05da3777fb",
+      "engraphis/backends/__init__.py": "a9f22b9278362904166614081f1df78469d453601b298ce4e8afdba8a3722b25",
+      "engraphis/backends/codegraph.py": "83e723a91068d23694092fbe00157fcb2597061d453eb36f955bf55bc5b4d35e",
+      "engraphis/backends/embedder_api.py": "56a6bceea4f757325dcea987b0339e41d3875634b1ae5103f0537a358cf5878b",
+      "engraphis/backends/embedder_deterministic.py": "ec8b23de7e7e8273416125f5876ca96f55e4ae7881841bae55783ab0ba9130ad",
+      "engraphis/backends/embedder_st.py": "e1c20fd980e07060387e3f9fa37fe02a916959fc8abce4e6067a62699c726de1",
+      "engraphis/backends/encrypted_db.py": "25f6c1480d296a88f317213700a8b3c81e2732399bfac464b0d893465b25e846",
+      "engraphis/backends/extractor.py": "f2e3455ab7f14caee1d5b5c4ef071e498e90118f1b0ddcb8510c969583b0fc57",
+      "engraphis/backends/graph_extractor.py": "88561efa0d3fabc447a0a005b10e36261379d46218cf62d905e6928cd2fda676",
+      "engraphis/backends/jev_decision.py": "b7c8987e5d238c721edc304d6c758f0096e566de6222347973d6263ce410bbbd",
+      "engraphis/backends/model_source.py": "8c3c7681f95214a2bbabd8de222e5ee11f42fe13402d27365654ae75fb363d4e",
+      "engraphis/backends/postgres_schema.py": "8468578c3add701d30d5eaa36d768ded2375d116e55f1836e09f6107a07a267e",
+      "engraphis/backends/query_planner.py": "bbdd77afc9b5523421b85b2ae63c8da7f5a7b777265450e0d21708a83e7bb23c",
+      "engraphis/backends/reranker.py": "747761d6cbfa421388974bcfd98d844f92391d80f4bf6a4feca00b0c7a6908ca",
+      "engraphis/backends/resources.py": "47cc867c3aecc8bd95fa284bc5bb04715f3339c19a0a11512973ef6171c95944",
+      "engraphis/backends/retention.py": "381d9371e3951d762f8b55eb54711de5697642acb39de99a714f246c059ecbd0",
+      "engraphis/backends/sync_folder.py": "e4f70a92a17f6a365910670df041e6e3ca421d44ada2827917cd66b4dc067bfa",
+      "engraphis/backends/sync_relay.py": "b8b9ad265453aba17ba7c27a355e12a793469b3e44cb217943c6fad9382a3006",
+      "engraphis/backends/vector_numpy.py": "c598831bea547824cfe08844816fa79857d3617cb0631238f95dad955a424f72",
+      "engraphis/backends/vector_sqlitevec.py": "6148e14ceaacc19239b64c642a3fba0e98797c78cec356210157afadf475a08b",
+      "engraphis/build_info.py": "624c22471e56d4c4047160808c4245488292af611564d1a63ca437605bbb414f",
+      "engraphis/classic_assets/__init__.py": "a7c1d52b285e3faa670ce231814b5758754aa0fbd05e1428e74c20c3ec51a4f1",
+      "engraphis/cloud_authz.py": "e80500579cb3a1d5fbf30814dc94e3e3967e50b311e8ed2fa56afcc13f7eb565",
+      "engraphis/cloud_features.py": "90e876f8993d99f01760cd01ae9fb63140e3f65036706e8fb0c8224560416330",
+      "engraphis/cloud_session.py": "7c83d7b85665c05aa4da2597a6b4ad2b951f1f8f4af20105d9d1750b9b123c2d",
+      "engraphis/commercial.py": "184f312066a9e682e51a0abeff042f1c0e8eed2d47470157b23930b5a17633aa",
+      "engraphis/config.py": "a46f3a335fad343e7df32942be91c04094fbafaf14b8b11f5fc433ef74743226",
+      "engraphis/core/__init__.py": "dd5143729c3939237f04636f437032b1f2d3a5f7d82c91bbc2a5a283c3f0ebaa",
+      "engraphis/core/adaptive_context.py": "cc5ce48109bb0d5230a5b2b8424b829c853feec5b5d5b82596413f2279b0c9f9",
+      "engraphis/core/browsing.py": "cfae752d52ef51b17c4ffbe44dde62d5b0e1ed0ca34ec0e1788f3991d94bf05f",
+      "engraphis/core/codegraph_export.py": "4641074258d7b23498f92dd45053a0fbb111863eaad2001c08e5e3c2dc2fd54f",
+      "engraphis/core/conflicts.py": "28530be25a4af0bffd8f609b965b33ca7f93199a70887789b2148fda8a61a486",
+      "engraphis/core/consolidate.py": "f66eedfe08319a64b761261ccf1c99b163eba564d6d4060534bf8c575aecf232",
+      "engraphis/core/context.py": "8cc15746e4de88bce7d34db8c11dfaa545f17305788e2167a286179171717fb9",
+      "engraphis/core/diagnostics.py": "5ba449bdf5087d8ccb5808379596e695c8f405da497372e99f2bac509f96e8e4",
+      "engraphis/core/documents.py": "84385db39ba44e06b58b4b26dbf954228ff4abed7230f28a7280166fa6457861",
+      "engraphis/core/engine.py": "f1ab3940f7a185f1e12b1a0b49857db8873c83313e8741822a3c80d818e59599",
+      "engraphis/core/evidence.py": "97912b52a3d22de909218f83c09c92572ed695d7b3c2117e5330271c6d84a7bd",
+      "engraphis/core/fsutil.py": "6db770fa8bd3e1a57dfa70eb8e8bc46d48c2dc53ead1b0b43eeecf085ef58cfc",
+      "engraphis/core/graph_layers.py": "64d74ab01c77119f6343ba6f1d6a84f9653f1a5d34d47ce7966f3ac31b29d2ea",
+      "engraphis/core/graph_policy.py": "ec5b373d01adb2de87df31d9f543130018e9a73faaaed239a184f14a32646615",
+      "engraphis/core/graph_scene.py": "d10465f5b87ed2af9382a8feb2cfbb6fba3a6157b13e1af50980bca52e857a83",
+      "engraphis/core/graphrank.py": "1279a58396104d3f906bfd5ec75b32efedfefe52201467bf19d80be3517017a5",
+      "engraphis/core/grounded.py": "ac40057dc37aa907e09c68e6b8cd54a989525fb310097df2970858708870ba3e",
+      "engraphis/core/ids.py": "e47eeadfaf560bc7638e1879fc491fa82d981cd42b9e4b05ef87033b2d7dfa60",
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diff --git a/docs/benchmark-evidence/offline-fixtures-v81.json.sha256 b/docs/benchmark-evidence/offline-fixtures-v81.json.sha256
new file mode 100644
index 00000000..f573f38f
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v81.json.sha256
@@ -0,0 +1 @@
+8979b91cd906b064098c7c238e4c412535c3535a077d6210293517afe8240442  offline-fixtures-v81.json
diff --git a/docs/benchmark-evidence/offline-fixtures-v83.json b/docs/benchmark-evidence/offline-fixtures-v83.json
new file mode 100644
index 00000000..9f8f56b1
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v83.json
@@ -0,0 +1,691 @@
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diff --git a/docs/benchmark-evidence/offline-fixtures-v83.json.sha256 b/docs/benchmark-evidence/offline-fixtures-v83.json.sha256
new file mode 100644
index 00000000..8969bc9e
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v83.json.sha256
@@ -0,0 +1 @@
+94a183fd2f10758ae897a087f42c1706ba245c33f0c67a931a513452adf7e044  offline-fixtures-v83.json
diff --git a/docs/benchmark-evidence/offline-fixtures-v84.json b/docs/benchmark-evidence/offline-fixtures-v84.json
new file mode 100644
index 00000000..096d620d
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v84.json
@@ -0,0 +1,691 @@
+{
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diff --git a/docs/benchmark-evidence/offline-fixtures-v84.json.sha256 b/docs/benchmark-evidence/offline-fixtures-v84.json.sha256
new file mode 100644
index 00000000..24c0fcd7
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v84.json.sha256
@@ -0,0 +1 @@
+178ac003be28ef971cd1136899cadf922e3cf07cc3d549e7e7202ee6df0c40e2  offline-fixtures-v84.json
diff --git a/docs/benchmark-evidence/offline-fixtures-v85.json b/docs/benchmark-evidence/offline-fixtures-v85.json
new file mode 100644
index 00000000..ea333ec2
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v85.json
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+{
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diff --git a/docs/benchmark-evidence/offline-fixtures-v85.json.sha256 b/docs/benchmark-evidence/offline-fixtures-v85.json.sha256
new file mode 100644
index 00000000..305a88b9
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v85.json.sha256
@@ -0,0 +1 @@
+35efabb4f0d31cd960ef039241085cf90d4a80399d60519af19883b515b14110  offline-fixtures-v85.json
diff --git a/docs/benchmark-evidence/offline-fixtures-v86.json b/docs/benchmark-evidence/offline-fixtures-v86.json
new file mode 100644
index 00000000..b2a96c53
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v86.json
@@ -0,0 +1,691 @@
+{
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diff --git a/docs/benchmark-evidence/offline-fixtures-v86.json.sha256 b/docs/benchmark-evidence/offline-fixtures-v86.json.sha256
new file mode 100644
index 00000000..c1eda565
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v86.json.sha256
@@ -0,0 +1 @@
+7aabc0f248bd8882be7fb4b77f12f44238bc99cb74398543b45fa61318161dcf  offline-fixtures-v86.json
diff --git a/docs/benchmark-evidence/offline-fixtures-v87.json b/docs/benchmark-evidence/offline-fixtures-v87.json
new file mode 100644
index 00000000..e081de68
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v87.json
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+}
diff --git a/docs/benchmark-evidence/offline-fixtures-v87.json.sha256 b/docs/benchmark-evidence/offline-fixtures-v87.json.sha256
new file mode 100644
index 00000000..d162f0f3
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v87.json.sha256
@@ -0,0 +1 @@
+53009f015a94feeb1395886a55e7722d308e3f9c37c322b37d07e047850471fc  offline-fixtures-v87.json
diff --git a/docs/benchmark-evidence/offline-fixtures-v88.json b/docs/benchmark-evidence/offline-fixtures-v88.json
new file mode 100644
index 00000000..b8f0aaa0
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v88.json
@@ -0,0 +1,691 @@
+{
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+    "python": "3.12.10",
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+    "contains_per_record_fingerprints": false,
+    "contains_prompts": false,
+    "contains_raw_questions": false
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diff --git a/docs/benchmark-evidence/offline-fixtures-v88.json.sha256 b/docs/benchmark-evidence/offline-fixtures-v88.json.sha256
new file mode 100644
index 00000000..f7f2b672
--- /dev/null
+++ b/docs/benchmark-evidence/offline-fixtures-v88.json.sha256
@@ -0,0 +1 @@
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diff --git a/docs/images/context-efficiency.svg b/docs/images/context-efficiency.svg
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 <text x="1080" y="70" font-size="18.7" class="muted" text-anchor="end">Artifact-driven local measurements</text>
 </svg>
diff --git a/docs/images/evidence-backed-agent-examples.svg b/docs/images/evidence-backed-agent-examples.svg
index 68701df9..44728f39 100644
--- a/docs/images/evidence-backed-agent-examples.svg
+++ b/docs/images/evidence-backed-agent-examples.svg
@@ -1,6 +1,6 @@
 <svg xmlns="http://www.w3.org/2000/svg" width="1693" height="929" viewBox="0 0 1693 929" role="img" aria-labelledby="title desc">
   <title id="title">Three evidence-backed Engraphis agent behaviors</title>
-  <desc id="desc">A three-card summary of deterministic offline fixtures. Focused context returns 740.3 to 214.3 tokens while retaining Recall at 5 of 1.000. A grounded answer returns support for 5/5 answerable questions. An unsupported question safely abstains for 6/6 off-topic questions. Reproduce with eval.chunking_eval and eval.grounded. Exact commands and config digests are registered in BENCHMARKS.md. Public-safe artifact SHA-256: ac63dac1e34c66b658eeb5846599ef42d774a5e212860b2a909941f364c82bc2.</desc>
+  <desc id="desc">A three-card summary of deterministic offline fixtures. Focused context returns 740.3 to 214.3 tokens while retaining Recall at 5 of 1.000. A grounded answer returns support for 5/5 answerable questions. An unsupported question safely abstains for 6/6 off-topic questions. Reproduce with eval.chunking_eval and eval.grounded. Exact commands and config digests are registered in BENCHMARKS.md. Public-safe artifact SHA-256: 18af203925d9d53f77097b4459a30578b2d769a8bc9c7d224e7897f2a1b19199.</desc>
   <defs>
     <linearGradient id="page" x1="0" y1="0" x2="1" y2="1"><stop offset="0" stop-color="#f8fbff"/><stop offset="1" stop-color="#eef4fb"/></linearGradient>
     <filter id="shadow" x="-10%" y="-10%" width="120%" height="130%"><feDropShadow dx="0" dy="5" stdDeviation="8" flood-opacity=".12"/></filter>
@@ -47,5 +47,5 @@
   </g>
   <line x1="70" y1="832" x2="1623" y2="832" stroke="#ced8e7" stroke-width="2"/>
   <text x="846" y="875" text-anchor="middle" font-family="Inter, Arial, sans-serif" font-size="24" font-weight="600" fill="#53627b">Reproduce: eval.chunking_eval + eval.grounded</text>
-  <text x="846" y="910" text-anchor="middle" font-family="ui-monospace, monospace" font-size="15" font-weight="600" fill="#53627b">SHA256 ac63dac1e34c66b658eeb5846599ef42d774a5e212860b2a909941f364c82bc2</text>
+  <text x="846" y="910" text-anchor="middle" font-family="ui-monospace, monospace" font-size="15" font-weight="600" fill="#53627b">SHA256 18af203925d9d53f77097b4459a30578b2d769a8bc9c7d224e7897f2a1b19199</text>
 </svg>
diff --git a/engraphis/backends/jev_decision.py b/engraphis/backends/jev_decision.py
index 872a9f6c..10f87f28 100644
--- a/engraphis/backends/jev_decision.py
+++ b/engraphis/backends/jev_decision.py
@@ -1,8 +1,8 @@
 """Experimental, opt-in decision adapter; never an authority for core memory writes.
 
-The caller supplies a configured client and a pinned model. This module neither
-imports an optional SDK nor discovers credentials or sibling repositories. No
-request is made without explicit per-call authorization. Offline, unavailable,
+The caller supplies a configured client and a pinned model. Importing this module
+does not load an optional SDK or discover credentials or sibling repositories. No
+backend request is made without explicit per-call authorization. Offline, unavailable,
 fallback, uncertain and malformed responses defer to deterministic core behavior.
 The adapter is intentionally not wired into the write or grounded-recall paths.
 """
@@ -10,12 +10,15 @@
 
 import math
 import os
+import time
+from contextlib import contextmanager
 from dataclasses import dataclass
 from typing import Dict, Optional, Protocol, Sequence, Tuple
 
 from engraphis.core.interfaces import MemoryRecord
 
 MAX_STATE_CHARS = 16_000
+MAX_RESPONSE_BYTES = 64 * 1024
 _VERDICTS = frozenset(("contradicts_and_supersedes", "reinforces", "orthogonal"))
 
 
@@ -36,13 +39,19 @@ def to_dict(self) -> Dict[str, object]:
 
 
 class ChoiceDecision(Protocol):
-    selected: str
-    confidence: float
+    @property
+    def selected(self) -> str: ...
+
+    @property
+    def confidence(self) -> float: ...
 
 
 class SupportDecision(Protocol):
-    probability: float
-    confidence: float
+    @property
+    def probability(self) -> float: ...
+
+    @property
+    def confidence(self) -> float: ...
 
 
 class DecisionBatch(Protocol):
@@ -76,6 +85,180 @@ def _probability(value: object) -> bool:
             and math.isfinite(value) and 0 <= value <= 1)
 
 
+def _remaining_time(deadline: float) -> float:
+    remaining = deadline - time.monotonic()
+    if remaining <= 0:
+        raise TimeoutError("decision request deadline exceeded")
+    return remaining
+
+
+@contextmanager
+def _socket_deadline(sock, deadline: float):
+    """Interrupt a blocking HTTP parser even when every receive makes progress."""
+    import socket
+    import threading
+
+    timer = None
+    if isinstance(sock, socket.socket):
+        # Even read1() can consume several reads while parsing chunk framing.
+        # Interrupt the socket at the deadline so slow chunk headers cannot keep
+        # a single read1() alive. Shutdown does not acquire the reader's lock.
+        def expire():
+            try:
+                sock.shutdown(socket.SHUT_RDWR)
+            except OSError:
+                pass
+
+        timer = threading.Timer(_remaining_time(deadline), expire)
+        timer.daemon = True
+        timer.start()
+    try:
+        yield
+    finally:
+        if timer is not None:
+            timer.cancel()
+
+
+def _deadline_handlers(deadline: float, *, loopback_only: bool = False):
+    import http.client
+    import ipaddress
+    import socket
+    import urllib.request
+    from functools import partial
+    from engraphis.hosted_client import PinnedHTTPSConnection, PinnedHTTPSHandler
+
+    def connect_socket(address, timeout=None, source_address=None, *, loopback_only=False):
+        # socket.create_connection renews its timeout for each resolved address.
+        # Share the request budget across direct, loopback and proxy dial retries.
+        _remaining_time(deadline)
+        host, port = address
+        candidates = socket.getaddrinfo(host, port, 0, socket.SOCK_STREAM)
+        last_error = None
+        for family, kind, protocol, _, target in candidates:
+            remaining = _remaining_time(deadline)
+            if loopback_only and not ipaddress.ip_address(target[0]).is_loopback:
+                raise ValueError("loopback decisions must connect to loopback")
+            sock = None
+            try:
+                sock = socket.socket(family, kind, protocol)
+                sock.settimeout(remaining)
+                if source_address is not None:
+                    sock.bind(source_address)
+                sock.connect(target)
+                # TLS must receive only the budget left after the TCP dial.
+                sock.settimeout(_remaining_time(deadline))
+                return sock
+            except OSError as exc:
+                if sock is not None:
+                    sock.close()
+                last_error = exc
+        if last_error is not None:
+            raise last_error
+        raise OSError("decision endpoint has no connectable address")
+
+    def send_with_deadline(connection, send, data):
+        if connection.sock is None:
+            if not connection.auto_open:
+                raise http.client.NotConnected()
+            connection.connect()
+        if connection.sock is None:
+            raise http.client.NotConnected()
+        connection.sock.settimeout(_remaining_time(deadline))
+        # Headers and bodies are separate sends; SSL/file sends may also loop.
+        with _socket_deadline(connection.sock, deadline):
+            send(data)
+            _remaining_time(deadline)
+
+    class DeadlineResponse(http.client.HTTPResponse):
+        def __init__(self, sock, *args, **kwargs):
+            self._deadline_socket = sock
+            super().__init__(sock, *args, **kwargs)
+
+        def begin(self):
+            # getresponse() parses status and headers before urllib.open()
+            # returns. Protect that phase before a response body is available.
+            with _socket_deadline(self._deadline_socket, deadline):
+                super().begin()
+                _remaining_time(deadline)
+
+    class DeadlineHTTPConnection(http.client.HTTPConnection):
+        response_class = DeadlineResponse
+
+        def __init__(self, *args, **kwargs):
+            super().__init__(*args, **kwargs)
+            self._create_connection = partial(connect_socket, loopback_only=True)
+
+        def send(self, data):
+            send_with_deadline(self, super().send, data)
+
+    class DeadlineHTTPSConnection(PinnedHTTPSConnection):
+        response_class = DeadlineResponse
+
+        def __init__(self, *args, **kwargs):
+            super().__init__(*args, **kwargs)
+            self._create_connection = partial(connect_socket, loopback_only=loopback_only)
+
+        def _connect_deadline(self):
+            return deadline
+
+        def _attempt_timeout(self, connect_deadline):
+            # The shared hosted client has a 500 ms floor; decisions do not.
+            return _remaining_time(deadline)
+
+        def send(self, data):
+            send_with_deadline(self, super().send, data)
+
+        def _tunnel(self):
+            # CONNECT parses its response directly, bypassing response.begin().
+            with _socket_deadline(self.sock, deadline):
+                # typeshed omits this private standard-library method.
+                getattr(super(), "_tunnel")()
+                # TLS follows CONNECT and shares its remaining budget.
+                self.sock.settimeout(_remaining_time(deadline))
+
+    class DeadlineHTTPHandler(urllib.request.HTTPHandler):
+        def http_open(self, req):
+            return self.do_open(DeadlineHTTPConnection, req)
+
+    class DeadlineHTTPSHandler(PinnedHTTPSHandler):
+        # Run before the shared opener's ordinary pinned HTTPS handler.
+        handler_order = 499
+
+        def do_open(self, http_class, req, **kwargs):
+            return super().do_open(DeadlineHTTPSConnection, req, **kwargs)
+
+    return DeadlineHTTPHandler(), DeadlineHTTPSHandler()
+
+
+def _read_response(response, deadline: float) -> bytes:
+    """Bound total body-read time, including a peer that continuously drips bytes."""
+    sock = getattr(getattr(getattr(response, "fp", None), "raw", None), "_sock", None)
+    with _socket_deadline(sock, deadline):
+        return _read_response_chunks(response, deadline)
+
+
+def _read_response_chunks(response, deadline: float) -> bytes:
+    data = bytearray()
+    while len(data) <= MAX_RESPONSE_BYTES:
+        remaining = _remaining_time(deadline)
+        # urllib's HTTPResponse wraps SocketIO in a BufferedReader. Tighten the
+        # underlying socket deadline for each read rather than renewing the full
+        # timeout. fp is None after a length-delimited response reaches EOF.
+        sock = getattr(getattr(getattr(response, "fp", None), "raw", None), "_sock", None)
+        if sock is not None:
+            sock.settimeout(remaining)
+        # read() tries to fill its entire buffer; read1() returns after a single
+        # buffered/socket read, letting the absolute deadline run between chunks.
+        chunk = response.read1(min(4096, MAX_RESPONSE_BYTES + 1 - len(data)))
+        _remaining_time(deadline)
+        if not chunk:
+            break
+        data.extend(chunk)
+    if len(data) > MAX_RESPONSE_BYTES:
+        raise ValueError("decision response exceeds the size limit")
+    return bytes(data)
+
+
 def get_decision_backend(
     name: Optional[str] = None, *, client: Optional[DecisionClient] = None,
     model: Optional[str] = None, offline_mode: bool = False,
@@ -88,6 +271,145 @@ def get_decision_backend(
     return None
 
 
+@dataclass(frozen=True)
+class SimpleChoiceDecision:
+    selected: str
+    confidence: float
+
+
+@dataclass(frozen=True)
+class SimpleSupportDecision:
+    probability: float
+    confidence: float
+
+
+@dataclass
+class CloudDecisionBatch:
+    is_fallback: bool
+    choices: Dict[str, SimpleChoiceDecision]
+    nouls: Dict[str, SimpleSupportDecision]
+
+    def get_choice(self, question_id: str) -> Optional[ChoiceDecision]:
+        return self.choices.get(question_id)
+
+    def get_noul(self, question_id: str) -> Optional[SupportDecision]:
+        return self.nouls.get(question_id)
+
+
+class EngraphisCloudDecisionClient:
+    """Experimental transport for an explicitly selected Cloud decision endpoint.
+
+    Construction never performs network I/O. Calling evaluate authorizes a remote
+    request; use JevDecisionBackend for offline and per-call consent checks.
+    The timeout bounds socket operations and total HTTP response time. System
+    DNS resolution itself cannot be interrupted by urllib.
+    """
+
+    def __init__(
+        self,
+        *,
+        control_url: Optional[str] = None,
+        token: Optional[str] = None,
+        timeout_s: float = 2.0,
+    ) -> None:
+        self.control_url = (control_url if control_url is not None else os.environ.get(
+            "ENGRAPHIS_CLOUD_CONTROL_URL", "https://api.engraphis.com",
+        )).rstrip("/")
+        self.token = token if token is not None else os.environ.get("ENGRAPHIS_CLOUD_ACCESS_TOKEN", "")
+        if (type(timeout_s) not in (int, float) or not math.isfinite(timeout_s)
+                or not 0 < timeout_s <= 30):
+            raise ValueError("decision timeout must be finite and within (0, 30] seconds")
+        self.timeout_s = timeout_s
+
+    @property
+    def is_configured(self) -> bool:
+        return bool(self.control_url and 0 < len(self.token) <= 8192
+                    and all(33 <= ord(char) <= 126 for char in self.token))
+
+    @property
+    def allow_fallback(self) -> bool:
+        return False
+
+    def evaluate(
+        self, state: str, questions: Sequence[DecisionQuestion], *, model: str,
+    ) -> DecisionBatch:
+        import json
+        import urllib.request
+        from urllib.parse import urlsplit
+        from engraphis.hosted_client import (
+            _is_loopback_host, build_pinned_https_opener, validate_cloud_base_url,
+        )
+
+        if not self.is_configured:
+            raise ValueError("decision client is not configured")
+        if len(state) > MAX_STATE_CHARS:
+            raise ValueError("decision state exceeds the size limit")
+        if not questions or len({q.id for q in questions}) != len(questions):
+            raise ValueError("decision questions must be nonempty and have unique IDs")
+
+        class NoRedirect(urllib.request.HTTPRedirectHandler):
+            def redirect_request(self, req, fp, code, msg, headers, newurl):
+                return None
+
+        payload = {
+            "model": model,
+            "state": state,
+            "questions": [q.to_dict() for q in questions],
+        }
+        deadline = time.monotonic() + self.timeout_s
+        url = validate_cloud_base_url(self.control_url) + "/v1/jev/decide"
+        data = json.dumps(payload).encode("utf-8")
+        headers = {
+            "Content-Type": "application/json",
+            "Authorization": f"Bearer {self.token}",
+            "User-Agent": "engraphis-cloud-decision/1.0",
+        }
+        req = urllib.request.Request(url, data=data, headers=headers, method="POST")
+        loopback_only = _is_loopback_host(urlsplit(url).hostname or "")
+        handlers = [NoRedirect(), *_deadline_handlers(deadline, loopback_only=loopback_only)]
+        if loopback_only:
+            # A local HTTP endpoint must never send its bearer through an
+            # ambient proxy, even when NO_PROXY is missing or misconfigured.
+            handlers.append(urllib.request.ProxyHandler({}))
+        with build_pinned_https_opener(*handlers).open(
+            req, timeout=_remaining_time(deadline),
+        ) as resp:
+            raw = _read_response(resp, deadline)
+        body = json.loads(raw.decode("utf-8"))
+        if not isinstance(body, dict) or body.get("is_fallback") is not False:
+            return CloudDecisionBatch(is_fallback=True, choices={}, nouls={})
+        raw_decisions = body.get("decisions")
+        if not isinstance(raw_decisions, dict):
+            raise ValueError("invalid decision response")
+        choices: Dict[str, SimpleChoiceDecision] = {}
+        nouls: Dict[str, SimpleSupportDecision] = {}
+        for question in questions:
+            val = raw_decisions.get(question.id)
+            if not isinstance(val, dict) or val.get("type") != question.kind:
+                continue
+            conf = val.get("confidence")
+            if not isinstance(conf, (int, float)) or not _probability(conf):
+                continue
+            if question.kind == "choice":
+                selected = val.get("selected")
+                if isinstance(selected, str) and selected in question.options:
+                    choices[question.id] = SimpleChoiceDecision(selected=selected, confidence=conf)
+            elif question.kind == "noul":
+                probability = val.get("probability")
+                if isinstance(probability, (int, float)) and _probability(probability):
+                    nouls[question.id] = SimpleSupportDecision(probability=probability, confidence=conf)
+        return CloudDecisionBatch(is_fallback=False, choices=choices, nouls=nouls)
+
+
+def create_cloud_decision_client(
+    *,
+    control_url: Optional[str] = None,
+    token: Optional[str] = None,
+    timeout_s: float = 2.0,
+) -> EngraphisCloudDecisionClient:
+    """Create an experimental client; service availability is separately verified."""
+    return EngraphisCloudDecisionClient(control_url=control_url, token=token, timeout_s=timeout_s)
+
 class JevDecisionBackend:
     """Advisory decisions only; zero confidence means defer to the core."""
 
diff --git a/engraphis/dashboard_assets/engraphis-spacetime.js b/engraphis/dashboard_assets/engraphis-spacetime.js
index 91814c55..16934ae4 100644
--- a/engraphis/dashboard_assets/engraphis-spacetime.js
+++ b/engraphis/dashboard_assets/engraphis-spacetime.js
@@ -224,7 +224,9 @@
     const draw = (stamp, force = false) => {
       if (destroyed) return;
       frame = 0;
-      if (!force && lastPaint && stamp - lastPaint < SAMPLE_INTERVAL) {
+      // A pushed paused snapshot is the final frame; there is no future tick to
+      // replace a stale overlay if this paint is throttled away.
+      if (!force && !(latest && latest.paused) && lastPaint && stamp - lastPaint < SAMPLE_INTERVAL) {
         if (active && !document.hidden && !(latest && latest.paused)) frame = requestAnimationFrame(draw);
         return;
       }
diff --git a/engraphis/read_only_api.py b/engraphis/read_only_api.py
index f1f9edcf..16685f4c 100644
--- a/engraphis/read_only_api.py
+++ b/engraphis/read_only_api.py
@@ -195,7 +195,13 @@ async def limited_receive():
 
         request._receive = limited_receive
         try:
-            return await call_next(request)
+            response = await call_next(request)
+            # Some FastAPI/Starlette versions consume receive errors while
+            # parsing JSON and turn them into a generic 400. The byte count is
+            # authoritative even when BodyTooLarge does not escape call_next.
+            if received > MAX_READ_ONLY_BODY_BYTES:
+                return JSONResponse({"detail": "request body too large"}, status_code=413)
+            return response
         except BodyTooLarge:
             return JSONResponse({"detail": "request body too large"}, status_code=413)
         except ValueError as exc:
diff --git a/integrations/pi/README.md b/integrations/pi/README.md
index 5930548f..a2fd650c 100644
--- a/integrations/pi/README.md
+++ b/integrations/pi/README.md
@@ -40,7 +40,7 @@ When published, install the Pi package:
 pi install npm:@engraphis/pi
 ```
 
-The extension is tested with Pi 0.83.x, Node 22.19 or later, and Engraphis
+The extension is tested with Pi 0.87.1, Node 22.19 or later, and Engraphis
 1.5.x. Pi supplies its own Pi and TypeBox runtime modules, following Pi's package
 contract; the extension checks the required Smart MCP tool names when it opens
 the local server and reports an actionable compatibility error if they are absent.
@@ -109,10 +109,20 @@ in normal recall. This behavior is intentional and unchanged by the Pi extension
 ## Development
 
 ```bash
-npm install --ignore-scripts
+npm install --global --ignore-scripts npm@11.12.1
+npm ci --ignore-scripts
+npm install --prefix node_modules/@earendil-works/pi-coding-agent --ignore-scripts --no-save --omit=dev brace-expansion@5.0.12
 npm run verify
+npm audit
+npm audit --no-package-lock --include=dev
 ```
 
+The pinned Pi test host includes its own shrinkwrap, which reinstalls an older
+`brace-expansion` despite this package's fixed nested pin. The scoped install repairs
+that exact dependency while retaining the host's other locked dependencies. Its
+`--omit=dev` excludes the host's own authoring tools; the extension's development
+dependencies remain installed and audited. CI also verifies the installed version.
+
 `npm run verify` type-checks the package, runs its configuration tests, and previews
 the publish tarball. The package pins the MCP SDK; update it only with a compatibility
 test against the supported Pi and Engraphis releases.
diff --git a/integrations/pi/npm-shrinkwrap.json b/integrations/pi/npm-shrinkwrap.json
index 02a3687e..b4bd2886 100644
--- a/integrations/pi/npm-shrinkwrap.json
+++ b/integrations/pi/npm-shrinkwrap.json
@@ -12,7 +12,7 @@
         "@modelcontextprotocol/sdk": "1.30.0"
       },
       "devDependencies": {
-        "@earendil-works/pi-coding-agent": "0.84.1",
+        "@earendil-works/pi-coding-agent": "0.87.1",
         "@types/node": "^24.0.0",
         "tsx": "^4.20.0",
         "typebox": "1.3.7",
@@ -35,53 +35,49 @@
       }
     },
     "node_modules/@earendil-works/pi-coding-agent": {
-      "version": "0.84.1",
-      "resolved": "https://registry.npmjs.org/@earendil-works/pi-coding-agent/-/pi-coding-agent-0.84.1.tgz",
-      "integrity": "sha512-ncAqFrG+iybuPGOhMiZoEHkEzTpJgz3guYD32pD+M7ucc0WeHmauP6wa7qwP8V/KWvsZDVNa5XGsdZ7fkC7w7A==",
+      "version": "0.87.1",
+      "resolved": "https://registry.npmjs.org/@earendil-works/pi-coding-agent/-/pi-coding-agent-0.87.1.tgz",
+      "integrity": "sha512-m8ArJUtVcQMSe1lLE/Ei7vX/JV7O39sWmWBsXV2NOU70F0qCp8GubA24pT3LnwTmM6LL2xV80/h6sQg85n69ew==",
       "dev": true,
       "hasShrinkwrap": true,
       "license": "MIT",
       "dependencies": {
-        "@earendil-works/pi-agent-core": "^0.84.1",
-        "@earendil-works/pi-ai": "^0.84.1",
-        "@earendil-works/pi-client": "^0.84.1",
-        "@earendil-works/pi-protocol": "^0.84.1",
-        "@earendil-works/pi-tui": "^0.84.1",
+        "@earendil-works/chord": "^0.87.1",
+        "@earendil-works/pi-agent-core": "^0.87.1",
+        "@earendil-works/pi-ai": "^0.87.1",
+        "@earendil-works/pi-tui": "^0.87.1",
         "@silvia-odwyer/photon-node": "0.3.4",
-        "chalk": "5.6.2",
+        "chalk": "6.0.0",
         "cross-spawn": "7.0.6",
         "diff": "8.0.4",
-        "glob": "13.0.6",
-        "grok-mermaid": "0.2.2",
+        "grok-mermaid": "0.2.3",
         "highlight.js": "10.7.3",
         "hosted-git-info": "9.0.3",
-        "ignore": "7.0.5",
+        "ignore": "7.0.8",
         "jiti": "2.7.0",
-        "minimatch": "10.2.5",
+        "minimatch": "10.2.6",
         "proper-lockfile": "4.1.2",
-        "semver": "7.8.0",
-        "typebox": "1.3.7",
-        "undici": "8.9.0",
+        "semver": "7.8.5",
+        "typebox": "1.3.27",
+        "undici": "8.10.2",
         "yaml": "2.9.0"
       },
       "bin": {
-        "pi": "dist/cli.js"
+        "pi": "dist/bundle/cli.js"
       },
       "engines": {
         "node": ">=22.19.0"
-      },
-      "optionalDependencies": {
-        "@mariozechner/clipboard": "0.3.9"
       }
     },
     "node_modules/@earendil-works/pi-coding-agent/node_modules/@anthropic-ai/sdk": {
-      "version": "0.91.1",
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@@ -803,13 +849,13 @@
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-      "resolved": "https://registry.npmjs.org/ip-address/-/ip-address-10.4.0.tgz",
-      "integrity": "sha512-oSK96Grm3aP6OrS263xVxbNDGVL7rzBtYdpGqlDG8iQdoenDoTs/nkki+DflYbAEE8Xl6o5YxhxlrKvI3nqKXQ==",
+      "version": "10.7.2",
+      "resolved": "https://registry.npmjs.org/ip-address/-/ip-address-10.7.2.tgz",
+      "integrity": "sha512-7H/2gFSIitxc0hG3nOI1glS8QLo/EHBFFLk8vEUjXY/xu0AdL8jZ9U1IzO2PUm0d2D/ofQcAifb0g6OBkt8U7w==",
       "license": "MIT",
       "engines": {
         "node": ">= 12"
diff --git a/integrations/pi/package.json b/integrations/pi/package.json
index e7ab1166..b1cfc23d 100644
--- a/integrations/pi/package.json
+++ b/integrations/pi/package.json
@@ -64,7 +64,7 @@
     }
   },
   "devDependencies": {
-    "@earendil-works/pi-coding-agent": "0.84.1",
+    "@earendil-works/pi-coding-agent": "0.87.1",
     "@types/node": "^24.0.0",
     "tsx": "^4.20.0",
     "typebox": "1.3.7",
diff --git a/tests/test_benchmark_evidence.py b/tests/test_benchmark_evidence.py
index 5d924486..3765afb9 100644
--- a/tests/test_benchmark_evidence.py
+++ b/tests/test_benchmark_evidence.py
@@ -33,8 +33,8 @@
 
 
 ROOT = Path(__file__).resolve().parents[1]
-PUBLIC_OFFLINE_ARTIFACT = "offline-fixtures-v80.json"
-PUBLIC_OFFLINE_SHA = "ac63dac1e34c66b658eeb5846599ef42d774a5e212860b2a909941f364c82bc2"
+PUBLIC_OFFLINE_ARTIFACT = "offline-fixtures-v88.json"
+PUBLIC_OFFLINE_SHA = "18af203925d9d53f77097b4459a30578b2d769a8bc9c7d224e7897f2a1b19199"
 
 
 @pytest.fixture(scope="module")
diff --git a/tests/test_documentation_contracts.py b/tests/test_documentation_contracts.py
index 80e2af02..b4e6ae6e 100644
--- a/tests/test_documentation_contracts.py
+++ b/tests/test_documentation_contracts.py
@@ -107,7 +107,7 @@ def test_core_backend_imports_stay_behind_outer_composition_root() -> None:
 
 def test_benchmark_text_alternatives_match_registered_fixture_boundary() -> None:
     """The current image and its alt text expose only current registered boundaries."""
-    registry_path = ROOT / "docs/benchmark-evidence/offline-fixtures-v80.json"
+    registry_path = ROOT / "docs/benchmark-evidence/offline-fixtures-v88.json"
     registry_bytes = registry_path.read_bytes()
     registry = json.loads(registry_bytes)
     measurements = {run["id"]: run["result"] for run in registry["runs"]}
diff --git a/tests/test_graph_engine_asset.py b/tests/test_graph_engine_asset.py
index 50bf3e78..da2f9582 100644
--- a/tests/test_graph_engine_asset.py
+++ b/tests/test_graph_engine_asset.py
@@ -2666,6 +2666,58 @@ def test_spacetime_lifecycle_clears_disabled_canvas_and_wakes_replacements(repla
     assert report["destroyed"] == {"frames": 0, "cReads": 2, "dReads": 0}
 
 
+@requires_node
+@pytest.mark.parametrize("delivery", ["setSnapshot", "event"])
+def test_spacetime_paused_snapshot_paints_within_throttle_interval(delivery) -> None:
+    report = _run_spacetime_node(
+        """
+        const frames = new Map(), listeners = {};
+        let nextFrame = 0, clears = 0;
+        const ctx = new Proxy({}, {
+          get(_target, key) {
+            if (key === 'clearRect') return () => { clears++; };
+            return () => ({ addColorStop() {} });
+          }, set() { return true; },
+        });
+        globalThis.requestAnimationFrame = callback => {
+          const id = ++nextFrame; frames.set(id, callback); return id;
+        };
+        globalThis.cancelAnimationFrame = id => frames.delete(id);
+        globalThis.window = { devicePixelRatio: 1 };
+        globalThis.document = {
+          hidden: false, addEventListener() {}, removeEventListener() {},
+          createElement: () => ({ width: 0, height: 0, setAttribute() {}, remove() {},
+            getContext: () => ctx }),
+        };
+        const container = {
+          clientWidth: 900, clientHeight: 600, appendChild() {},
+          addEventListener(type, callback) { listeners[type] = callback; },
+          removeEventListener(type) { delete listeners[type]; },
+        };
+        const tick = stamp => {
+          const [id, callback] = frames.entries().next().value;
+          frames.delete(id); callback(stamp);
+        };
+        const initial = { paused: false, nodes: [], systemAnchors: [],
+          center: { x: 0, y: 0, radius: 11 }, viewport: { x: 450, y: 300, zoom: 1 } };
+        new Function('window', source)(window);
+        const overlay = window.EngraphisSpacetime.create(container, null);
+        overlay.setSnapshot(initial);
+        overlay.setEnabled(true);
+        tick(100);
+        const before = clears;
+        const final = { ...initial, paused: true, center: { x: 100, y: 50, radius: 11 } };
+        if ('DELIVERY' === 'setSnapshot') overlay.setSnapshot(final);
+        else listeners.engraphisgraphphysicschange({ detail: final });
+        tick(116);
+        emit({ before, after: clears, queued: frames.size });
+        overlay.destroy();
+        """.replace("DELIVERY", delivery)
+    )
+    assert report["after"] == report["before"] + 1
+    assert report["queued"] == 0
+
+
 @requires_node
 def test_advanced_spacetime_controls_pause_live_orbits_and_drag_release_is_bounded() -> None:
     """The public controls drive one observable physics state, including slingshot release."""
diff --git a/tests/test_jev_backend.py b/tests/test_jev_backend.py
index 3dd98b1b..1d932f74 100644
--- a/tests/test_jev_backend.py
+++ b/tests/test_jev_backend.py
@@ -1,13 +1,18 @@
 """The experimental adapter is offline-safe and never trusts fallback decisions."""
 from __future__ import annotations
 
+import io
+import json
 import subprocess
 import sys
 from types import SimpleNamespace
 
 import pytest
 
-from engraphis.backends.jev_decision import MAX_STATE_CHARS, JevDecisionBackend, get_decision_backend
+from engraphis.backends.jev_decision import (
+    MAX_RESPONSE_BYTES, MAX_STATE_CHARS, DecisionQuestion, JevDecisionBackend,
+    create_cloud_decision_client, get_decision_backend,
+)
 from engraphis.core.interfaces import MemoryRecord, MemoryType, Scope
 
 
@@ -127,4 +132,578 @@ def evaluate(self, *args, **kwargs):
 def test_empty_and_oversized_inputs_do_not_leave_the_process(query, evidence):
     client = FakeClient()
     assert backend(client).verify_grounded_support(query, evidence, allow_remote=True) == (False, 0.0)
-    assert client.calls == []
+    assert client.calls == []
+
+
+def test_cloud_decision_client_configuration(monkeypatch):
+    # Unconfigured
+    monkeypatch.delenv("ENGRAPHIS_CLOUD_ACCESS_TOKEN", raising=False)
+    client = create_cloud_decision_client(token="")
+    assert client.is_configured is False
+    assert client.allow_fallback is False
+
+    # Configured
+    client_configured = create_cloud_decision_client(token="test-token", control_url="https://api.engraphis.com")
+    assert client_configured.is_configured is True
+    assert client_configured.allow_fallback is False
+
+    # Mock evaluate response
+    mock_payload = b'{"is_fallback":false,"decisions":{"q1":{"type":"choice","selected":"reinforces","confidence":0.95}}}'
+    mock_resp = io.BytesIO(mock_payload)
+    mock_resp.status = 200
+
+    monkeypatch.setattr("engraphis.hosted_client.build_pinned_https_opener",
+                        lambda *handlers: SimpleNamespace(open=lambda req, timeout: mock_resp))
+
+    q = DecisionQuestion("q1", "prompt", "choice", ("reinforces", "orthogonal"))
+    batch = client_configured.evaluate("test state", [q], model="test-model-1.0")
+    assert batch.is_fallback is False
+    assert batch.get_choice("q1").selected == "reinforces"
+    assert batch.get_choice("q1").confidence == 0.95
+
+
+def cloud_backend(monkeypatch, payload):
+    raw = payload if isinstance(payload, bytes) else json.dumps(payload).encode()
+    monkeypatch.setattr("engraphis.hosted_client.build_pinned_https_opener",
+                        lambda *handlers: SimpleNamespace(open=lambda req, timeout: io.BytesIO(raw)))
+    return backend(create_cloud_decision_client(token="test-token"))
+
+
+@pytest.mark.parametrize("field,value", [
+    ("confidence", None), ("confidence", True), ("confidence", "0.9"),
+    ("confidence", float("nan")), ("confidence", float("inf")),
+    ("confidence", -0.1), ("confidence", 1.1),
+    ("probability", None), ("probability", True), ("probability", "0.9"),
+    ("probability", float("nan")), ("probability", float("inf")),
+    ("probability", -0.1), ("probability", 1.1),
+])
+def test_cloud_malformed_numeric_fields_never_certify(monkeypatch, field, value):
+    decision = {"type": "noul", "probability": 0.9, "confidence": 0.9, field: value}
+    adapter = cloud_backend(monkeypatch, {"is_fallback": False, "decisions": {"has_support": decision}})
+    assert adapter.verify_grounded_support("database?", "Postgres", allow_remote=True) == (False, 0.0)
+
+
+@pytest.mark.parametrize("payload", [
+    [], None, {}, {"decisions": []}, {"decisions": {"has_support": []}},
+    {"decisions": {"has_support": {"type": "noul", "probability": 0.9}}},
+    {"decisions": {"has_support": {"type": "noul", "confidence": 0.9}}},
+    {"decisions": {"has_support": {"type": "choice", "probability": 0.9, "confidence": 0.9}}},
+    b"not json", pytest.param(b"x" * (MAX_RESPONSE_BYTES + 1), id="oversized"),
+])
+def test_cloud_invalid_or_oversized_responses_defer(monkeypatch, payload):
+    if isinstance(payload, dict):
+        payload = {"is_fallback": False, **payload}
+    adapter = cloud_backend(monkeypatch, payload)
+    assert adapter.verify_grounded_support("database?", "Postgres", allow_remote=True) == (False, 0.0)
+
+
+@pytest.mark.parametrize("flag_fields", [
+    pytest.param({}, id="missing"), {"is_fallback": True}, {"is_fallback": "false"},
+    {"is_fallback": None}, {"is_fallback": 0},
+])
+def test_cloud_fallbacks_and_malformed_flags_defer(monkeypatch, flag_fields):
+    adapter = cloud_backend(monkeypatch, {**flag_fields, "decisions": {
+        "has_support": {"type": "noul", "probability": 0.9, "confidence": 0.9},
+        "verdict": {"type": "choice", "selected": "reinforces", "confidence": 0.9},
+    }})
+    assert adapter.verify_grounded_support("database?", "Postgres", allow_remote=True) == (False, 0.0)
+    assert adapter.classify_contradiction("Use Postgres", memory(), allow_remote=True) == ("orthogonal", 0.0)
+
+
+def test_cloud_valid_response_and_bounded_transport(monkeypatch):
+    import urllib.request
+
+    seen = []
+    class Response(io.BytesIO):
+        def read1(self, size=-1):
+            assert 0 < size <= 4096
+            return super().read1(size)
+
+    def opener(handler, *deadline_handlers):
+        def open_request(req, timeout):
+            assert req.full_url == "https://api.engraphis.com/v1/jev/decide"
+            assert req.get_header("Authorization") == "Bearer test-token"
+            assert 0 < timeout <= 2.0
+            assert json.loads(req.data)["model"] == "test-model-1.0"
+            assert handler.redirect_request(req, None, 302, "Found", {},
+                                            "https://unrelated.example/") is None
+            seen.append(req)
+            return Response(b'{"is_fallback":false,"decisions":{"has_support":'
+                            b'{"type":"noul","probability":0.9,"confidence":0.95}}}')
+        assert isinstance(handler, urllib.request.HTTPRedirectHandler)
+        assert len(deadline_handlers) == 2
+        return SimpleNamespace(open=open_request)
+
+    monkeypatch.setattr("engraphis.hosted_client.build_pinned_https_opener", opener)
+    adapter = backend(create_cloud_decision_client(token="test-token"))
+    assert adapter.verify_grounded_support("database?", "Postgres", allow_remote=True) == (True, 0.9)
+    assert len(seen) == 1
+
+
+@pytest.mark.parametrize("url", [
+    "http://api.engraphis.com", "https://192.168.1.1", "https://user:secret@example.com",
+    "https://example.com?other=1", "https://example.com#other", "file:///tmp/decision",
+])
+def test_cloud_unsafe_destinations_never_receive_credentials(monkeypatch, url):
+    def unexpected(*args, **kwargs):
+        pytest.fail("unsafe destination reached transport")
+    monkeypatch.setattr("engraphis.hosted_client.build_pinned_https_opener", unexpected)
+    adapter = backend(create_cloud_decision_client(token="test-token", control_url=url))
+    assert adapter.verify_grounded_support("database?", "Postgres", allow_remote=True) == (False, 0.0)
+
+
+@pytest.mark.parametrize("url", [
+    "http://localhost:9000", "http://127.0.0.1:9000", "http://[::1]:9000",
+    "https://localhost:9000", "https://127.0.0.1:9000", "https://[::1]:9000",
+    "https://api.engraphis.com",
+])
+def test_cloud_loopback_bypasses_ambient_proxies(monkeypatch, url):
+    import urllib.request
+    from urllib.parse import urlsplit
+    from urllib.response import addinfourl
+
+    monkeypatch.setattr(urllib.request, "getproxies", lambda: {
+        "http": "http://recording-proxy.example:8080",
+        "https": "http://recording-proxy.example:8080",
+    })
+    monkeypatch.setattr(urllib.request, "proxy_bypass", lambda host: False)
+    routes = []
+
+    def capture_route(self, connection_class, req, **kwargs):
+        routes.append((req.host, req._tunnel_host, req.get_header("Authorization")))
+        response = addinfourl(io.BytesIO(b'{"is_fallback":false,"decisions":{"has_support":'
+                                        b'{"type":"noul","probability":0.9,"confidence":0.95}}}'),
+                             {}, req.full_url, 200)
+        response.msg = "OK"
+        return response
+
+    monkeypatch.setattr(urllib.request.AbstractHTTPHandler, "do_open", capture_route)
+    client = create_cloud_decision_client(control_url=url, token="local-test-token")
+    assert backend(client).verify_grounded_support("database?", "Postgres", allow_remote=True) == (True, 0.9)
+    expected = ("recording-proxy.example:8080", "api.engraphis.com") if urlsplit(url).hostname == "api.engraphis.com" else (
+        urlsplit(url).netloc, None,
+    )
+    assert routes == [(*expected, "Bearer local-test-token")]
+
+
+def test_cloud_loopback_token_never_reaches_recording_proxy(monkeypatch):
+    import socket
+    import threading
+    import urllib.request
+    from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+
+    requests = []
+
+    def handler_for(destination):
+        class Handler(BaseHTTPRequestHandler):
+            def do_POST(self):
+                self.rfile.read(int(self.headers["Content-Length"]))
+                requests.append((destination, self.headers.get("Authorization")))
+                payload = b'{"is_fallback":false,"decisions":{"has_support":'
+                payload += b'{"type":"noul","probability":0.9,"confidence":0.95}}}'
+                self.send_response(200)
+                self.send_header("Content-Length", str(len(payload)))
+                self.end_headers()
+                self.wfile.write(payload)
+
+            def log_message(self, *args):
+                pass
+
+        return Handler
+
+    endpoint = ThreadingHTTPServer(("127.0.0.1", 0), handler_for("endpoint"))
+    proxy = ThreadingHTTPServer(("127.0.0.1", 0), handler_for("proxy"))
+    threads = [threading.Thread(target=server.serve_forever, kwargs={"poll_interval": 0.01}, daemon=True)
+               for server in (endpoint, proxy)]
+    for thread in threads:
+        thread.start()
+    monkeypatch.setattr(urllib.request, "getproxies", lambda: {"http": f"http://127.0.0.1:{proxy.server_port}"})
+    monkeypatch.setattr(urllib.request, "proxy_bypass", lambda host: False)
+
+    def resolve(host, port, *args):
+        assert host == "127.0.0.1"
+        return [(socket.AF_INET, socket.SOCK_STREAM, 6, "", (host, port))]
+
+    monkeypatch.setattr(socket, "getaddrinfo", resolve)
+    try:
+        client = create_cloud_decision_client(control_url=f"http://127.0.0.1:{endpoint.server_port}", token="synthetic-test-token")
+        assert backend(client).verify_grounded_support("database?", "Postgres", allow_remote=True) == (True, 0.9)
+        assert requests == [("endpoint", "Bearer synthetic-test-token")]
+    finally:
+        for server in (endpoint, proxy):
+            server.shutdown()
+            server.server_close()
+        for thread in threads:
+            thread.join(timeout=2)
+    assert all(not thread.is_alive() for thread in threads)
+
+
+@pytest.mark.parametrize("transport", ["http", "https"])
+@pytest.mark.parametrize("hosts", [["93.184.216.34"], ["127.0.0.1", "93.184.216.34"]])
+def test_cloud_loopback_resolution_cannot_dial_external_addresses(monkeypatch, transport, hosts):
+    import socket
+    import time
+
+    connection = deadline_connection(monkeypatch, time.monotonic() + 2, transport, loopback_only=True)
+    monkeypatch.setattr(socket, "getaddrinfo", lambda *args: [
+        (socket.AF_INET, socket.SOCK_STREAM, 6, "", (host, 9000)) for host in hosts
+    ])
+    dials = []
+    closed = []
+
+    def connect(target):
+        dials.append(target)
+        raise OSError("loopback endpoint unavailable")
+
+    monkeypatch.setattr(socket, "socket", lambda *args: SimpleNamespace(
+        settimeout=lambda value: None, connect=connect, close=lambda: closed.append(True),
+    ))
+    with pytest.raises(ValueError, match="must connect to loopback"):
+        connection._create_connection(("localhost", 9000))
+    expected = [("127.0.0.1", 9000)] if len(hosts) == 2 else []
+    assert dials == expected
+    assert len(closed) == len(expected)
+
+
+def test_cloud_disabled_calls_do_not_resolve_or_send(monkeypatch):
+    def unexpected(*args, **kwargs):
+        pytest.fail("disabled cloud client performed network work")
+    monkeypatch.setattr("engraphis.hosted_client.validate_cloud_base_url", unexpected)
+    monkeypatch.setattr("engraphis.hosted_client.build_pinned_https_opener", unexpected)
+    client = create_cloud_decision_client(token="test-token")
+    assert backend(client).verify_grounded_support("database?", "Postgres") == (False, 0.0)
+    assert backend(client, offline_mode=True).verify_grounded_support(
+        "database?", "Postgres", allow_remote=True,
+    ) == (False, 0.0)
+
+
+def test_cloud_explicit_empty_configuration_does_not_load_ambient_credentials(monkeypatch):
+    monkeypatch.setenv("ENGRAPHIS_CLOUD_ACCESS_TOKEN", "ambient-token")
+    assert not create_cloud_decision_client(token="").is_configured
+    assert not create_cloud_decision_client(control_url="").is_configured
+
+
+@pytest.mark.parametrize("timeout", [None, True, 0, -1, float("nan"), float("inf"), 31])
+def test_cloud_timeout_is_bounded(timeout):
+    with pytest.raises(ValueError, match="timeout"):
+        create_cloud_decision_client(timeout_s=timeout)
+
+
+def test_cloud_slow_drip_response_obeys_one_deadline(monkeypatch):
+    import engraphis.backends.jev_decision as module
+
+    clock = [10.0]
+    timeouts = []
+    monkeypatch.setattr(module.time, "monotonic", lambda: clock[0])
+
+    class SlowResponse(io.BytesIO):
+        fp = SimpleNamespace(raw=SimpleNamespace(_sock=SimpleNamespace(
+            settimeout=lambda value: timeouts.append(value),
+        )))
+
+        def read1(self, size=-1):
+            # Every receive makes progress inside the original two-second socket
+            # timeout; an unbounded read() would keep waiting for the whole body.
+            clock[0] += 0.75
+            return b" "
+
+    response = SlowResponse()
+    monkeypatch.setattr("engraphis.hosted_client.build_pinned_https_opener",
+                        lambda *handlers: SimpleNamespace(open=lambda req, timeout: response))
+    adapter = backend(create_cloud_decision_client(token="test-token", timeout_s=2))
+    assert adapter.verify_grounded_support("database?", "Postgres", allow_remote=True) == (False, 0.0)
+    assert timeouts == [2.0, 1.25, 0.5]
+    assert response.closed
+
+
+def test_cloud_validation_time_consumes_the_request_budget(monkeypatch):
+    import engraphis.backends.jev_decision as module
+
+    clock = [10.0]
+    monkeypatch.setattr(module.time, "monotonic", lambda: clock[0])
+
+    def delayed_validation(url):
+        clock[0] += 3.0
+        return url
+
+    def unexpected(*args, **kwargs):
+        pytest.fail("expired validation budget reached network transport")
+
+    monkeypatch.setattr("engraphis.hosted_client.validate_cloud_base_url", delayed_validation)
+    monkeypatch.setattr("engraphis.hosted_client.build_pinned_https_opener",
+                        lambda *handlers: SimpleNamespace(open=unexpected))
+    adapter = backend(create_cloud_decision_client(token="test-token", timeout_s=2))
+    assert adapter.verify_grounded_support("database?", "Postgres", allow_remote=True) == (False, 0.0)
+
+
+def test_cloud_deadline_interrupts_slow_chunk_framing():
+    import http.client
+    import socket
+    import threading
+    import time
+    from engraphis.backends.jev_decision import _read_response
+
+    reader, writer = socket.socketpair()
+    stopped = threading.Event()
+    writer.sendall(b"HTTP/1.1 200 OK\r\nTransfer-Encoding: chunked\r\n\r\n")
+    response = http.client.HTTPResponse(reader)
+    response.begin()
+
+    def drip_chunk_header():
+        try:
+            for _ in range(200):
+                if stopped.wait(0.01):
+                    return
+                writer.sendall(b"0")
+            writer.shutdown(socket.SHUT_WR)
+        except OSError:
+            pass
+
+    producer = threading.Thread(target=drip_chunk_header, daemon=True)
+    producer.start()
+    started = time.monotonic()
+    try:
+        with pytest.raises((TimeoutError, OSError, http.client.HTTPException)):
+            _read_response(response, started + 0.1)
+        assert time.monotonic() - started < 1.5
+    finally:
+        stopped.set()
+        response.close()
+        reader.close()
+        writer.close()
+        producer.join(timeout=2)
+    assert not producer.is_alive()
+
+
+@pytest.mark.parametrize("header_prefix", [b"HTTP/1.1 ", b"HTTP/1.1 200 OK\r\nX-Slow: "])
+@pytest.mark.parametrize("transport", ["http", "https", "https_proxy"])
+def test_cloud_deadline_interrupts_status_and_headers(monkeypatch, header_prefix, transport):
+    import http.client
+    import socket
+    import threading
+    import time
+    import urllib.request
+    from engraphis.backends.jev_decision import _deadline_handlers
+
+    reader, writer = socket.socketpair()
+    stopped = threading.Event()
+    writer.sendall(header_prefix)
+
+    def drip_header():
+        try:
+            for _ in range(200):
+                if stopped.wait(0.01):
+                    return
+                writer.sendall(b"x")
+            writer.shutdown(socket.SHUT_WR)
+        except OSError:
+            pass
+
+    producer = threading.Thread(target=drip_header, daemon=True)
+    producer.start()
+    started = time.monotonic()
+    response = None
+    try:
+        http_handler, https_handler = _deadline_handlers(started + 0.1)
+        # Exercise the actual HTTP and pinned HTTPS response classes selected by
+        # the handlers, without needing network access or a TLS certificate.
+        selected = []
+        def inspect_connection(self, connection_class, req, **kwargs):
+            selected.append(connection_class)
+        monkeypatch.setattr(urllib.request.AbstractHTTPHandler, "do_open", inspect_connection)
+        if transport == "http":
+            http_handler.http_open(None)
+        else:
+            https_handler.https_open(None)
+        if transport == "https_proxy":
+            connection = selected[0]("proxy.example")
+            connection.sock = reader
+            connection._tunnel_host = "target.example"
+            connection._tunnel_port = 443
+            with pytest.raises((TimeoutError, OSError, http.client.HTTPException)):
+                connection._tunnel()
+        else:
+            response = selected[0].response_class(reader)
+            with pytest.raises((TimeoutError, OSError, http.client.HTTPException)):
+                response.begin()
+        assert time.monotonic() - started < 1.5
+        assert https_handler.handler_order < 500
+    finally:
+        stopped.set()
+        if response is not None:
+            response.close()
+        reader.close()
+        writer.close()
+        producer.join(timeout=2)
+    assert not producer.is_alive()
+
+
+def deadline_connection(monkeypatch, deadline, transport="https", *, loopback_only=False):
+    import urllib.request
+    from engraphis.backends.jev_decision import _deadline_handlers
+
+    selected = []
+    monkeypatch.setattr(urllib.request.AbstractHTTPHandler, "do_open",
+                        lambda self, connection_class, req, **kwargs: selected.append(connection_class))
+    http_handler, https_handler = _deadline_handlers(deadline, loopback_only=loopback_only)
+    if transport == "http":
+        http_handler.http_open(None)
+    else:
+        https_handler.https_open(None)
+    return selected[0]("localhost" if transport == "http" else "cloud.example", timeout=0.05)
+
+
+@pytest.mark.parametrize("transport", ["http", "https", "https_proxy"])
+def test_cloud_dial_retries_and_tls_share_short_budget(monkeypatch, transport):
+    import socket
+    import engraphis.backends.jev_decision as module
+
+    clock = [10.0]
+    connection = deadline_connection(monkeypatch, 10.05, transport)
+    monkeypatch.setattr(module.time, "monotonic", lambda: clock[0])
+    hosts = ["127.0.0.1", "127.0.0.2"] if transport == "http" else ["93.184.216.34", "93.184.216.35"]
+    addresses = [(socket.AF_INET, socket.SOCK_STREAM, 6, "", (host, 443)) for host in hosts]
+    monkeypatch.setattr(socket, "getaddrinfo", lambda *args: addresses)
+    monkeypatch.setattr("engraphis.hosted_client._validated_addresses", lambda host: ["93.184.216.34"])
+    sockets = []
+
+    class DialSocket:
+        def __init__(self, *args):
+            self.timeouts = []
+            self.closed = False
+            sockets.append(self)
+
+        def settimeout(self, value):
+            self.timeouts.append(value)
+
+        def setsockopt(self, *args):
+            pass
+
+        def connect(self, address):
+            clock[0] += 0.03 if len(sockets) == 1 else 0.01
+            if len(sockets) == 1:
+                raise OSError("first address unavailable")
+
+        def close(self):
+            self.closed = True
+
+    monkeypatch.setattr(socket, "socket", DialSocket)
+    if transport != "http":
+        assert connection._attempt_timeout(99) == pytest.approx(0.05)
+        assert connection._connect_deadline() == 10.05
+
+        if transport == "https_proxy":
+            connection._tunnel_host = "93.184.216.34"
+            connection._tunnel_port = 443
+
+            def tunnel():
+                clock[0] += 0.005
+                connection.sock.settimeout(module._remaining_time(10.05))
+
+            connection._tunnel = tunnel
+
+        def tls(sock, server_hostname):
+            assert server_hostname == "cloud.example"
+            assert sock.timeouts[-1] == pytest.approx(0.005 if transport == "https_proxy" else 0.01)
+            clock[0] += 0.02
+            return sock
+
+        connection._context = SimpleNamespace(wrap_socket=tls)
+        with pytest.raises(TimeoutError):
+            connection.send(b"must not send after TLS consumes the budget")
+    else:
+        connection.connect()
+    assert len(sockets) == 2
+    assert sockets[0].closed
+    assert sockets[0].timeouts[0] == pytest.approx(0.05)
+    expected = [0.02, 0.01, 0.005] if transport == "https_proxy" else [0.02, 0.01]
+    assert sockets[1].timeouts == pytest.approx(expected)
+    connection.close()
+    assert sockets[1].closed
+
+
+@pytest.mark.parametrize("expire_during", ["dns", "connect"])
+def test_cloud_expired_resolution_or_dial_cannot_proceed(monkeypatch, expire_during):
+    import socket
+    import engraphis.backends.jev_decision as module
+
+    clock = [10.0]
+    connection = deadline_connection(monkeypatch, 10.05)
+    monkeypatch.setattr(module.time, "monotonic", lambda: clock[0])
+
+    def resolve(*args):
+        if expire_during == "dns":
+            clock[0] += 0.1
+        return [(socket.AF_INET, socket.SOCK_STREAM, 6, "", ("93.184.216.34", 443))]
+
+    monkeypatch.setattr(socket, "getaddrinfo", resolve)
+    sockets = []
+
+    class DialSocket:
+        def __init__(self, *args):
+            self.closed = False
+            sockets.append(self)
+
+        def settimeout(self, value):
+            pass
+
+        def connect(self, address):
+            clock[0] += 0.1
+
+        def close(self):
+            self.closed = True
+
+    monkeypatch.setattr(socket, "socket", DialSocket)
+    with pytest.raises(TimeoutError):
+        connection._create_connection(("proxy.example", 443), 0.5)
+    assert len(sockets) == (0 if expire_during == "dns" else 1)
+    assert all(sock.closed for sock in sockets)
+
+
+def test_cloud_dial_skips_unsupported_address_family(monkeypatch):
+    import socket
+    import time
+
+    connection = deadline_connection(monkeypatch, time.monotonic() + 2)
+    monkeypatch.setattr(socket, "getaddrinfo", lambda *args: [
+        (socket.AF_INET6, socket.SOCK_STREAM, 6, "", ("::1", 443, 0, 0)),
+        (socket.AF_INET, socket.SOCK_STREAM, 6, "", ("127.0.0.1", 443)),
+    ])
+    families = []
+    connected = []
+    usable = SimpleNamespace(settimeout=lambda value: None, connect=connected.append)
+
+    def create(family, kind, protocol):
+        families.append(family)
+        if family == socket.AF_INET6:
+            raise OSError("IPv6 disabled")
+        return usable
+
+    monkeypatch.setattr(socket, "socket", create)
+    assert connection._create_connection(("localhost", 443)) is usable
+    assert families == [socket.AF_INET6, socket.AF_INET]
+    assert connected == [("127.0.0.1", 443)]
+
+
+@pytest.mark.parametrize("transport", ["http", "https"])
+def test_cloud_deadline_interrupts_blocked_request_send(monkeypatch, transport):
+    import http.client
+    import itertools
+    import socket
+    import time
+
+    started = time.monotonic()
+    connection = deadline_connection(monkeypatch, started + 0.1, transport)
+    connection.auto_open = False
+    with pytest.raises(http.client.NotConnected):
+        connection.send(b"disabled")
+    reader, writer = socket.socketpair()
+    writer.setsockopt(socket.SOL_SOCKET, socket.SO_SNDBUF, 4096)
+    connection.sock = writer
+    try:
+        with pytest.raises((TimeoutError, OSError)):
+            connection.send(itertools.repeat(b"x" * 65536))
+        assert time.monotonic() - started < 1.5
+    finally:
+        connection.close()
+        reader.close()
diff --git a/tests/test_release_qualification.py b/tests/test_release_qualification.py
index 48ca3d40..7224fab1 100644
--- a/tests/test_release_qualification.py
+++ b/tests/test_release_qualification.py
@@ -10,6 +10,7 @@
 from pathlib import Path
 import shutil
 import subprocess
+import sys
 
 import pytest
 
@@ -273,6 +274,7 @@ def test_waiver_disclosure_cannot_follow_github_publication(tmp_path, existing,
 printf '%s\\n' "$*" >> "$GH_CALLS"
 case "$2" in
   view)
+    if [ "$3" = --repo ]; then printf 'v1.7.8\\n'; exit 0; fi
     if [ "$EXISTING" != true ]; then exit 1; fi
     printf 'Existing release notes\\n'
     ;;
@@ -310,6 +312,99 @@ def test_waiver_disclosure_cannot_follow_github_publication(tmp_path, existing,
     assert "https://example.test/run/1" in notes
 
 
+@pytest.mark.parametrize("candidate,latest,expected", [
+    ("v1.7.6", "v1.7.8", "false"), ("v1.7.8", "v1.7.6", "true"),
+    ("v1.7.8", "v1.7.8", "true"), ("v1.7.8", "v1.7.10", "false"),
+    ("v1.7.8", "", None), ("v1.7.8", "v1.7.9-rc1", None),
+    ("v1.7.8", "unknown", None), ("v1.07.8", "v1.7.6", None),
+])
+def test_waiver_latest_comparison_is_numeric_and_fails_closed(candidate, latest, expected):
+    yaml = pytest.importorskip("yaml")
+    root = Path(__file__).resolve().parents[1]
+    workflow = yaml.safe_load((root / ".github/workflows/release.yml").read_text(encoding="utf-8"))
+    repair = next(step for step in workflow["jobs"]["github-release-repair"]["steps"]
+                  if step.get("name") == "Repair GitHub Release")
+    code = repair["run"].split("<<'PY'\n", 1)[1].split("\nPY\n", 1)[0]
+    result = subprocess.run([sys.executable, "-c", code, candidate, latest],
+                            capture_output=True, text=True, timeout=10)
+    if expected is None:
+        assert result.returncode != 0
+    else:
+        assert result.returncode == 0, result.stderr
+        assert result.stdout.strip() == expected
+
+
+def test_github_release_writers_share_publication_queue():
+    yaml = pytest.importorskip("yaml")
+    root = Path(__file__).resolve().parents[1]
+    workflow = yaml.safe_load((root / ".github/workflows/release.yml").read_text(encoding="utf-8"))
+    writers = {name: job for name, job in workflow["jobs"].items()
+               if any(command in step.get("run", "")
+                      for step in job.get("steps", [])
+                      for command in ("gh release create", "gh release edit"))}
+    assert set(writers) == {"github-release", "github-release-repair"}
+    for job in writers.values():
+        assert job["concurrency"] == {
+            "group": "engraphis-github-release-publication", "cancel-in-progress": False,
+            "queue": "max",
+        }
+
+
+@pytest.mark.skipif(os.name == "nt", reason="release workflow executes in Linux bash")
+@pytest.mark.parametrize("latest,lookup_fails,expected", [
+    ("v1.7.4", False, True), ("v1.7.8", False, True),
+    ("v1.7.9", False, False), ("v1.7.10", False, False),
+    ("", True, None), ("unknown", False, None),
+])
+@pytest.mark.parametrize("existing", [False, True])
+def test_waiver_repair_preserves_newer_latest(tmp_path, latest, lookup_fails, expected, existing):
+    yaml = pytest.importorskip("yaml")
+    bash = shutil.which("bash")
+    if bash is None:
+        pytest.skip("bash is unavailable")
+    root = Path(__file__).resolve().parents[1]
+    workflow = yaml.safe_load((root / ".github/workflows/release.yml").read_text(encoding="utf-8"))
+    repair = next(step for step in workflow["jobs"]["github-release-repair"]["steps"]
+                  if step.get("name") == "Repair GitHub Release")
+    executable = tmp_path / "gh"
+    executable.write_text("""#!/usr/bin/env bash
+set -euo pipefail
+printf '%s\\n' "$*" >> "$GH_CALLS"
+if [ "$2" = view ]; then
+  if [ "$3" = --repo ]; then
+    if [ "$LOOKUP_FAILS" = true ]; then exit 7; fi
+    printf '%s\\n' "$CURRENT_LATEST"
+  else
+    if [ "$EXISTING" != true ]; then exit 1; fi
+    printf 'Existing release notes\\n'
+  fi
+fi
+""", encoding="utf-8")
+    executable.chmod(0o700)
+    script = tmp_path / "repair.sh"
+    script.write_text(repair["run"], encoding="utf-8")
+    calls_path = tmp_path / "calls.txt"
+    result = subprocess.run([bash, str(script)], cwd=tmp_path, capture_output=True, text=True,
+                            timeout=20, env={**os.environ,
+                                "PATH": str(tmp_path) + os.pathsep + os.environ["PATH"],
+                                "RUNNER_TEMP": str(tmp_path), "RELEASE_TAG": "v1.7.8",
+                                "WAIVE_QUALIFICATION": "true", "GH_REPO": "test/repo",
+                                "GH_RUN_URL": "https://example.test/run/1", "GH_CALLS": str(calls_path),
+                                "CURRENT_LATEST": latest, "LOOKUP_FAILS": str(lookup_fails).lower(),
+                                "EXISTING": str(existing).lower()})
+    calls = calls_path.read_text(encoding="utf-8").splitlines()
+    writes = [call for call in calls if call.startswith(("release edit", "release create", "release upload"))]
+    if expected is None:
+        assert result.returncode != 0
+        assert writes == []
+    else:
+        assert result.returncode == 0, result.stderr
+        assert writes
+        assert any(call.endswith(" --latest") for call in writes) is expected
+        if not existing and not expected:
+            assert writes[-1].endswith(" --latest=false")
+
+
 @pytest.mark.skipif(os.name == "nt", reason="release workflow executes in Linux bash")
 @pytest.mark.parametrize("existing,edit_fails,draft", [
     (False, False, False), (True, False, False), (True, True, False), (True, False, True),