v0.76.0
silvia-odwyer/photonv0.76.0Sep 10, 2026by github-actions[bot]
Upgrading?
AI Summary
A major release introducing durable KV prefix cache, unified radix caching, and SafeTensors checkpoint support. It also enforces configuration schema parity and wires significant hardware placement and speculative decoding settings.
Key Highlights
- Implemented durable KV prefix cache that survives eviction and restart.
- Introduced unified radix for prefix caches and an iteration-level scheduler.
- Added support for SafeTensors checkpoints and Qwen3.8 Flash-Next inference.
- Enforced schema parity for configuration and wired hardware placement settings.
Breaking Changes
- Removed persistence of KV cache state to disk
- Removed runtime-slice architecture allowlist
- Consolidated model=auto and model=mesh routing into a single directive
New Features
- Durable KV prefix cache
- Skippy-quantize for GGUF composition
- Load SafeTensors checkpoints directly
- Iteration-level scheduler for concurrent staged serving
- Stream tool calls as they are generated
- Add lifecycle logging foundation and typed logs ledger
- One canonical configuration reference with schema parity enforcement
Full Release Notes
## [0.76.0] - 2026-09-10 ### Added #### Serving and inference * Durable KV prefix cache: agent prefixes survive eviction, restart, and cold nodes by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1228 * skippy-quantize: compose-mtp — splice an MTP draft into a sharded target GGUF by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1439 * Load SafeTensors checkpoints directly by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1619 * Complete graph-derived v2 model splitting by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1672 * Iteration-level scheduler for concurrent staged serving (#1416) by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1420 * Route repeated prompts to workers with verified radix cache reuse by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1449 * Reuse warm prefixes across agent sessions by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1601 * Stream tool calls as they are generated instead of after the turn ends by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1371 * Pass reasoning effort through Skippy templates by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1211 * Expose model-bound tokenizer capability by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1227 * Support staged Qwen3.8 Flash-Next inference by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1509 * Route Qwen3.8 identities to the qwen35 recurrent family by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1283 * Make plugin-only Serve mode nodes discoverable/reachable by other mesh peers by @MahdiHedhli in https://github.com/Mesh-LLM/mesh-llm/pull/1192 * Add mode-aware management health endpoint by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1351 * OpenAI exchange lifecycle hooks for out-of-process plugins (#1331) by @StevenMih in https://github.com/Mesh-LLM/mesh-llm/pull/1437 * Integrate exact lifecycle and trusted sessions by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1258 * Explain native runtime catalog selection and rejection by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1675 #### Model catalog * Add Muse Glimmer 30B to the model catalog by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1240 * Recommend Qwen3.8 27B Q4_K_M by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1343 #### Logging and observability * Add durable lifecycle logging foundation by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1174 * Expose audited local log APIs and runtime telemetry by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1175 * Add typed logs ledger and maintenance UI by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1176 * Make operational logs durable, attributable, and queryable by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1440 * Add lifecycle timelines and recovery to the logs console by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1441 #### Configuration (settings that were previously inert are now honored) * One canonical configuration reference with schema parity enforcement by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1474 * Derive static validation from an exhaustive schema-status manifest by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1475 * Wire kv_offload, kv_unified, and swa_full model_fit controls by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1476 * Wire hardware placement and model loading settings (PR 3/8, #1462) by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1477 * Make Skippy throughput and lifecycle config effective by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1480 * Wire speculative decoding configuration into Skippy by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1483 * Honor sampling, chat, and reasoning defaults in Skippy by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1485 * Honor multimodal model settings in Skippy by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1490 * Complete host wiring for aliases, plugins, and prompt-shape metrics by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1488 #### Documentation surfaces * Publish Rust crate API docs with the website by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1230 * Add generated CLI explorer to docs by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1546 ### Changed #### Request handling and context * Consolidate model=auto and model=mesh into one automatic-routing directive by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1309 * Treat max_tokens as a ceiling, not a context reservation by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1354 * Stop aborting healthy long prefills at five minutes by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1355 * Return a visible error when streaming prompts exceed context by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1352 * Compact oversized chat context for provider windows by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1280 * Default auto context to the 128k agent-serving ceiling by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1529 #### Caching, scheduling, and routing * Replace flat prefix caches with unified radix by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1429 * Make resident KV admission capacity aware by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1452 * Add scheduler lab and cache-aware radix scheduling by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1447 * Improve Skippy concurrent serving and cache-aware routing by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1478 * Route warm prefixes by measured service cost by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1603 * Spread concurrent new sessions with local route reservations by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1631 * Send remote mesh inference directly into the serving pipeline by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1463 * Improve MoA routing under fleet churn and load by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1519 * Reuse recurrent KV across growing chat turns by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1253 * Make Skippy negotiate real activation boundaries by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1585 * Derive KV policy from loaded model by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1588 * Remove runtime-slice architecture allowlist by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1602 #### Performance * Coalesce native KV page transfers by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1368 * Keep exact-state recording off inference path by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1389 * Move stage-zero exact-state copies off the request path by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1605 * Cut per-token split decode overhead (~10%) by @danielwinterw in https://github.com/Mesh-LLM/mesh-llm/pull/1575 #### Console and startup * Refine logging console UX and live delivery by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1339 * Keep embedded startup on one validated config image by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1520 #### Dependencies * Bump OpenTelemetry stack to 0.32 and rpassword to 7.5 by @danielwinterw in https://github.com/Mesh-LLM/mesh-llm/pull/1563 * Refresh runtimes and dependencies by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1622 ### Removed * Stop persisting KV cache state to disk by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1399 * Remove stale disk cache defaults by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1398 ### Fixed #### Inference, KV cache, and MoA * Fix blank responses from thinking models by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1365 * Prevent reasoning-only model poisoning by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1391 * Rescue terminal Buzz replies in MoA by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1417 * Preserve caller tool schemas by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1344 * Restore single-model degrade for model=mesh on host ingress by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1291 * Keep degraded MoA requests on the resolved pipeline model by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1292 * Return IDs for OpenAI tool calls on local-model-only serving by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1318 * Serialize native proposal lifecycle by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1242 * Skippy Nemotron MTP loading by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1245 * Complete remaining Skippy MTP runtime callers by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1247 * Make native MTP actually work on single-node serving by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1366 * Clear stale sidecar rows before single-row MTP proposals by @DaBlitzStein in https://github.com/Mesh-LLM/mesh-llm/pull/1544 * Restore recurrent shared prefixes by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1342 * Restore resident KV suffix locality by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1634 * Restore small-context admission and state handoff by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1459 * Enforce resident prefix minimum by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1557 * Make KV replay and restore fail closed by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1569 * Harden KV cache ownership and runtime bounds by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1570 * Coordinate lanes with bounded KV admission by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1639 * Guard default KV quant against unloadable models by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1532 * Fix unified-KV parallel-lane accounting in context planner by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1543 * Certify Muse-Glimmer family for the resident-KV prefix cache by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1294 * Keep multimodal evaluation on its session lane by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1586 * Prompt-scaled cache-work deadline and surfaced stream errors by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1590 * Stop a stalled SSE consumer pinning a generation worker by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1367 * Address PR 1478 review blockers by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1561 * Restore builds and SafeTensors inference by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1636 #### Split and distributed serving * Fix split serving: stages above layer 0 fail to load by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1290 * Let Iroh own transport path selection by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1345 * Fix chat-chain pipelined splits: verify-history accounting, early-stop replies, session leaks by @danielwinterw in https://github.com/Mesh-LLM/mesh-llm/pull/1408 * Use raw f32 activation transport by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1482 * Address Qwen4 split framing review findings by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1516 * Fix speculative decoding over multi-node splits by @danielwinterw in https://github.com/Mesh-LLM/mesh-llm/pull/1577 * Fix split speculative decoding: verify-window double-record and backend-sampling rejection by @danielwinterw in https://github.com/Mesh-LLM/mesh-llm/pull/1581 * Allow split-serving nodes to use matching local GGUF files by @IvGolovach in https://github.com/Mesh-LLM/mesh-llm/pull/1568 * Keep staged llama.cpp mappings alive until every retained tensor is loaded by @IvGolovach in https://github.com/Mesh-LLM/mesh-llm/pull/1542 * Restore recurrent split prefix reuse by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1662 * Reclaim split-prefill tokens after failed sessions by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1523 * Preserve split capability when model size is unknown by @mikemikimike in https://github.com/Mesh-LLM/mesh-llm/pull/1558 * Drain hosted split stages on shutdown by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1433 * Close the iroh endpoint on shutdown instead of dropping it by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1431 * Keep Mesh peers stable on LAN after relay bootstrap by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1660 * IPC idle timeout for external-relay plugins by @MahdiHedhli in https://github.com/Mesh-LLM/mesh-llm/pull/1191 * Cancel upstream before response headers by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1448 * Contain a panicking connection worker instead of stopping the accept loop by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1536 * Make connection worker reads interruptible by shutdown by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1565 #### Models, packaging, and downloads * Require package-v2 serving admission by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1693 * Emit and admit payload-free v2 metadata carriers by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1706 * Inspect and serve compact v2 packages by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1711 * Fix complete package-v2 model downloads by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1722 * Resolve Hugging Face GGUF snapshot symlinks by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1725 * Ignore unrelated projector sidecars by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1628 * Name a local GGUF with --model instead of trying to resolve it by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1269 * Report accurate parameter sizes for local GGUF models by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1742 * Fix/windows skippy package large gguf by @wangwenjunfromlanzhou in https://github.com/Mesh-LLM/mesh-llm/pull/1307 * Avoid AArch64 Xet TLS illegal instructions by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1469 * Fix install one-liner 404 on NVIDIA hosts without a CUDA toolkit by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1267 * Make the optional GitHub star step reliable in setup by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1278 #### Platform and hardware * Normalize native runtime library paths before LoadLibraryExW by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1537 * Apply the CPU-only runtime budget on Windows by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1567 * Sync mtmd struct layouts with the pinned llama.cpp headers by @DaBlitzStein in https://github.com/Mesh-LLM/mesh-llm/pull/1549 * Match mtmd_helper_bitmap_init_from_buf's current signature by @DaBlitzStein in https://github.com/Mesh-LLM/mesh-llm/pull/1550 * Resolve startup GPU selectors and honor CLI --device by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1467 * Credit RAM offload to discrete-GPU nodes on all survey platforms by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1583 * Report the real macOS GPU name (not the CPU brand string) by @StevenMih in https://github.com/Mesh-LLM/mesh-llm/pull/1625 * Correct day/month transposition in macOS ps lstart parsing by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1744 * Merge bundled and release runtime catalogs during selection by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1623 * Repair iOS keyring build and CLI timeout by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1641 #### Console, CLI, and logs * Retry transient model route misses in console chat by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1277 * Harden lifecycle capture and console recovery by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1268 * Render LaTeX in active chat responses by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1466 * Use advertised capacity for node and mesh VRAM totals by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1746 * Make the dashboard immune to stray console output by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1382 * Keep --log-format json parseable and block new raw console prints in CI by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1376 * Surface `serve` and `client` commands in `--help` output by @wedigcode in https://github.com/Mesh-LLM/mesh-llm/pull/1607 * Close the four rc6 release-validation defects by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1405 ### Security * Stop leaking plugin endpoint credentials over the management API by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1364 * Redact plugin provider health details by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1432 * Move model lifecycle controls off peer-reachable ingress by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1279 * Cap remotely advertised model lists to protect the console from a hostile peer by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1357 * Reject non-protobuf content types on OTLP/HTTP ingestion by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1356 * Reject payload-bearing prediction-return opens early by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1527 * Harden Skippy sideband framing against I/O amplification by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1521 * Keep operator-enforced guardrails enabled by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1530 * Remove dead ungated ErrorBoundary that leaks stack traces (#39) by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1361 * Inject a fresh per-request client nonce at the local ingress by @StevenMih in https://github.com/Mesh-LLM/mesh-llm/pull/1397 * Supply a client-side per-request nonce in the generated provider config by @StevenMih in https://github.com/Mesh-LLM/mesh-llm/pull/1362 * Bound downstream endpoint resolution by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1438 * Clarify end-to-end encryption for mesh traffic by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1470 ### Internal <details> <summary>CI, build, test, and repository work with no user-facing behavior change (120 changes)</summary> #### CI and release engineering * Fix crates.io publishing for new workspace crates, and make dev builds identify themselves by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1223 * Repair the Fly console image build by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1241 * Reshape PR and main CI around composable slices, prepping for Depot workers by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1244 * Cross-platform product bundle tree hashes by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1271 * Distinguish skipped bootstrap routes by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1272 * Fail fast on topic lane projections by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1274 * Flatten paginated lane checks by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1276 * Make CUDA release checks hermetic by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1270 * Split planning and platform workflow graphs by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1282 * CI smoke matrix routing by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1284 * Keep main planning exhaustive by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1295 * Prepare protected Depot PR runners by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1302 * Add bounded Depot PR canary gate by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1306 * Isolate native caches on Depot PR runners by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1310 * Keep Depot cache namespace inert by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1317 * Pin Depot audit to merged policy by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1319 * Identify failing Depot canary endpoint by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1321 * Classify rejected Depot cache endpoint by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1323 * Add protected Depot authority sentinel by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1324 * Prove Depot sentinel cache writes by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1326 * Allow bounded Depot caching for approved PRs by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1333 * Guard approved Depot PR routing by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1334 * Repin Depot PR isolation audit by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1336 * Fingerprint Depot macOS toolchains by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1337 * Enable Depot for eligible same-repository PRs by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1545 * Sync source versions during GitHub releases by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1330 * CI recognizes Apple provider paths by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1363 * Regenerate console-print ratchet drifted 2 lines by #1376 by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1379 * Select static-abi in pr-draft when its matrix consumers are planned by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1383 * Cancel sibling PR lanes after failure by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1388 * Bound compiler and local build caches by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1390 * Revert "ci: bound compiler and local build caches (#1390)" by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1394 * Prebuilt runner images for smoke/SDK/web jobs by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1380 * Bound compiler and local build caches by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1395 * Point pnpm at the runner image's baked store instead of the Actions cache by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1400 * Fix release builds failing in the containerized smoke job by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1401 * Install just before the CI-contracts python tests run by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1407 * Skip build slices for draft pull requests by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1415 * Retry transient HF artifact uploads by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1424 * Unblock release dispatches after the config schema module split by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1426 * Compare release bases, not raw tag SHAs, in provenance check by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1430 * Validate CUDA runtime toolkit labels by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1465 * Keep change planning below expression limit by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1468 * Use dotted workspace version form in skippy-scheduler by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1518 * Regenerate console-print ratchet after #1516 by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1525 * Cache SDK smoke and reuse UI artifacts by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1556 * Centralize test model artifacts by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1663 * Keep Swift SDK CI within its time budget by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1664 * Remove obsolete workflow shims and batch planners by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1666 * Share release UI assets and use CPU images for composition by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1684 * Prepare release UI from container-owned checkouts by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1687 * Adopt qualified lean runner images for UI workloads by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1690 * Link CUDA package tools on driverless builders by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1694 * Fall back to any brew LLVM with Clang LibTooling in llama canary guard by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1697 * Nightly agentic-replay coding benchmark on micstudio by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1705 * Remove the nightly-competitive-benchmark workflow by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1715 * Publish llama canary repair PRs only at terminal status by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1723 * Use served package ref for runtime smoke gates by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1741 #### Build, dependencies, and the llama.cpp pin * Update pinned llama.cpp revision by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1216 * Regenerate patch queue for latest upstream by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1232 * Pin iroh to 1.0.3 explicitly by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1257 * Advance llama.cpp and simplify the Skippy patch queue by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1402 * Address #1402 review follow-up (dead comparison + Inkling test coverage) by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1412 * Link libvendor-hash.a and test Rust on llama.cpp pin bumps by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1419 * Tiered family battery + agent-repaired canary on the family-certify runner by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1436 * Run the llama.cpp canary daily and accept split GGUF metadata by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1457 * Fix llama canary family certification failures by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1471 * Wire the agent repair loop into the upstream canary by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1481 * Heartbeat, arm64 build guard, and push-permission diagnostics for the canary repair loop by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1489 * Preflight repair-token push permission before any repair work by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1493 * Probe actual token write capability in the repair preflight by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1496 * Prune stale /tmp worktrees and fix the preflight probe delete by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1499 * Auto-approve agent tool permissions in the repair sandbox by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1502 * Rebase patch queue onto upstream b19cbe925b by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1504 * Rebase patch queue onto upstream b19cbe925b by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1505 * Ensure the repair PR exists before applying the agent's body by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1506 * Review certified canary repairs with a fresh agent turn by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1507 * Certify the multimodal path with a real mmproj smoke lane by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1508 * Certify Qwen3.8 Flash-Next in the llama family battery by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1513 * Disable ggml compiler-cache autodetection when we decline sccache by @danielwinterw in https://github.com/Mesh-LLM/mesh-llm/pull/1531 * Rebase patch queue onto upstream cc83d7b482 by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1533 * Rebase patch queue onto upstream 662a0b0121 by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1564 * Restore deterministic llama patch replay by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1587 * Keep llama canary repairs on the certified pin by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1627 * Expand family battery with 15 additional architectures by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1683 * Rebase patch queue onto upstream b31b71f3a0 by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1721 #### Tests and benchmarks * Run SWE-Gym through Harbor by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1239 * Wire Playwright into CI and fix the 9 pre-existing /logs failures by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1377 * Tolerate hosted-runner frame cadence by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1386 * Pin scheduler workload fixtures by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1450 * Keep PR tests portable across socket timer granularities by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1555 * Close the direct prediction return ring in the distributed driver by @danielwinterw in https://github.com/Mesh-LLM/mesh-llm/pull/1560 * Add layered KV coverage and performance history by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1572 * Prevent false Iroh diagnoses on macOS LAN tests by @michaelneale in https://github.com/Mesh-LLM/mesh-llm/pull/1573 * Allow trusted manual benchmark runs by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1574 * Add Agentic Replay for commit performance comparisons by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1578 * Route nightlies to the dedicated white runner by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1579 * Tolerate rejected direct-return writes by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1600 * Certify KV reuse with captured agentic replay by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1606 * Run SafeTensors runtime smoke on affected PRs by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1626 * Compare agentic replay across inference engines by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1655 * Measure CPU runtime seed reuse and explicitly exclude the ineffective seed by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1704 #### Refactors, docs, and repo hygiene * Split Skippy by functional boundary by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1194 * Update mesh-llm-ui console dependencies by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1286 * Record unsafe Depot PR authority by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1328 * Define Depot PR cache isolation contract by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1329 * Record Depot PR rollout evidence by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1341 * Complete evidence-backed codebase audit waves by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1396 * Split root Justfile into semantic imports by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1458 * Assign imported Just files to Rust ownership by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1464 * Windows section - native CUDA works on CUDA 13 drivers; document current workarounds by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1535 * Rework 0009 tagged tool-arg ordering to permute(required) by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1540 * Apply rustfmt to dynamic_library.rs by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1541 * Silence cfg-gated macOS clippy warnings by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1591 * Quarantine name-driven topology adapter by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1604 * Clean warning and deprecation noise by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1618 * Register skippy-model ownership by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1620 * Make pre-commit validation change-scoped by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1580 * How to run crate test gates on a bare Windows checkout by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1657 * Silence the Windows-only dead-code lints in mesh-llm-system by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1659 </details> ## New Contributors * @MahdiHedhli made their first contribution in https://github.com/Mesh-LLM/mesh-llm/pull/1191 * @wangwenjunfromlanzhou made their first contribution in https://github.com/Mesh-LLM/mesh-llm/pull/1307 * @Virgile-pct made their first contribution in https://github.com/Mesh-LLM/mesh-llm/pull/1535 * @DaBlitzStein made their first contribution in https://github.com/Mesh-LLM/mesh-llm/pull/1549 * @mikemikimike made their first contribution in https://github.com/Mesh-LLM/mesh-llm/pull/1558 * @StevenMih made their first contribution in https://github.com/Mesh-LLM/mesh-llm/pull/1437 * @wedigcode made their first contribution in https://github.com/Mesh-LLM/mesh-llm/pull/1607 **Full Changelog**: https://github.com/Mesh-LLM/mesh-llm/compare/v0.75.1...v0.76.0
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