hindsight

What's Changed

• docs: changelog and blog post for v0.8.3 by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2290
• test(retain): serialize multichunk sub-batch coverage test on worker_tests xdist group by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2272
• fix(docs): correct agrasandhany integration icon and ownership by @benfrank241 in https://github.com/vectorize-io/hindsight/pull/2294
• blog(agent-framework): Total Recall — persistent memory for Microsoft Agent Framework by @benfrank241 in https://github.com/vectorize-io/hindsight/pull/2293
• feat(aider): add Aider integration (session-bracketing memory wrapper) by @DK09876 in https://github.com/vectorize-io/hindsight/pull/2297
• fix(retain): make chunk_text idempotent so raised structured chunk size doesn't fail retains (#2301) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2308
• chore(deps): resolve high/medium/low Dependabot alerts by @dcbouius in https://github.com/vectorize-io/hindsight/pull/2303
• docs: drop removed 'opinion' fact type from MCP tool docstrings and quickstart by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2302
• docs(monitoring): document worker operation metrics by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2296
• fix(tests): eliminate test-api shard cross-test contamination (vchord cache, tenant schemas, maintenance routine TOCTOU) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2310
• perf(migrations): skippable extension reconcile + drop unused global vector index by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2309
• fix(cache): prevent stale bank stats after concurrent invalidation by @zupengwang in https://github.com/vectorize-io/hindsight/pull/2315
• blog(openhands): OpenHands persistent memory via native MCP by @benfrank241 in https://github.com/vectorize-io/hindsight/pull/2316
• deps(security): bump langsmith floor to >=0.8.18 (GHSA-f4xh-w4cj-qxq8 HIGH) by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2341
• chore(deps): bump dify-plugin to 0.9.1 to fix requests alert by @dcbouius in https://github.com/vectorize-io/hindsight/pull/2320
• docs(hermes): add standalone Hermes Desktop integration page + gallery card by @benfrank241 in https://github.com/vectorize-io/hindsight/pull/2351
• blog(hermes): Hindsight as one-click desktop memory provider by @benfrank241 in https://github.com/vectorize-io/hindsight/pull/2350
• fix(control-plane): make max upload size configurable (#2313) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2319
• docs(admin-cli): document run-db-migration --skip-extension-reconcile and --embedding-dimension by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2327
• feat(reranker): detect Intel XPU for local cross-encoder acceleration by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2328
• docs(models): sync anthropic default model to claude-haiku-4-5 alias by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2326
• chore(deps): drop diskcache from crewai via instructor 1.15.3 by @dcbouius in https://github.com/vectorize-io/hindsight/pull/2325
• fix(release): build Linux CLI on ubuntu-22.04 (glibc 2.35) so binaries run on older distros by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2330
• docs(integrations): drop removed 'opinion' fact type from recall_types/fact_types across SDK wrappers by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2335
• feat(recall): configurable recency decay function (linear/exponential/none) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2318
• docs(python-client): drop removed 'opinion' fact type from recall()/arecall() docstrings by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2323
• fix(claude-code): use realpath for directoryBankMap symlink resolution by @365diascollaboration-prog in https://github.com/vectorize-io/hindsight/pull/2324
• fix(stats): invalidate bank stats cache on unit/document deletes and observation clears by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2337
• docs(api): correct ReflectResult.based_on key names (mental-models hyphen + add observation) by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2338
• fix(mcp): omit reflect directives_applied alongside tool_trace/llm_trace by default by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2342
• fix(anthropic): route strict structured output through forced tool_use instead of prompt-injection (#1002) by @eldar702 in https://github.com/vectorize-io/hindsight/pull/2339
• fix(config): validate disposition_* range on bank-config write so one malformed bank can't 500 the whole bank list (#2348) by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2349
• [opencode] Add suport for HINDSIGHT_RETAIN_TAGS by @mdbenito in https://github.com/vectorize-io/hindsight/pull/2306
• fix(async-op): return 404 when bank doesn't exist instead of raw FK 500 by @cdbartholomew in https://github.com/vectorize-io/hindsight/pull/2352
• fix(recall): allow exact filtering of untagged/global observations (#2295) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2364
• feat(recall): prefer_observations — dedupe raw facts superseded by observations by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2311
• fix(graph-maintenance): sort unit_ids to eliminate concurrent-insert deadlock by @cdbartholomew in https://github.com/vectorize-io/hindsight/pull/2353
• fix(http): reject negative limit/offset on list endpoints with 422 instead of raw Postgres 500 by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2357
• feat: add Atlas Cloud as an OpenAI-compatible LLM provider by @lucaszhu-hue in https://github.com/vectorize-io/hindsight/pull/2362
• feat(tokens): propagate cached + thoughts tokens through return contexts by @cdbartholomew in https://github.com/vectorize-io/hindsight/pull/2356
• fix(gemini): avoid duplicate structured schema prompt by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2277
• chore(entity-resolver): remove dead resolve_entity/_create_entity/link_unit_to_entity by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2367
• test(graph-maintenance): reproduce concurrent-insert deadlock on the queue by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2368
• chore(docs-skill): regenerate references for Atlas Cloud provider by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2372
• fix(cli): pass u64 limit/offset to regenerated client by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2370
• chore(embed): sync bundled env.example with repo-root .env.example by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2373
• feat(llm): multi-LLM failover & round-robin via indexed config by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2365
• fix(memory-defense): correct displayed pattern count by @Sanderhoff-alt in https://github.com/vectorize-io/hindsight/pull/2369
• Instrument recall trace so phase metrics account for total duration (#2361) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2371
• fix(worker): warn when worker_id unset inside a container (#2359) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2366
• blog: Persistent Memory for the Vercel AI SDK in Five Tools by @benfrank241 in https://github.com/vectorize-io/hindsight/pull/2374
• feat(github-copilot): add GitHub Copilot (VS Code) integration via MCP by @DK09876 in https://github.com/vectorize-io/hindsight/pull/2299
• fix(worker): warn for unstable standalone worker ids by @koriyoshi2041 in https://github.com/vectorize-io/hindsight/pull/2383
• fix(deps): raise hindsight-litellm LiteLLM floor by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2382
• blog(retain): structuring chat logs for optimal ingestion by @dcbouius in https://github.com/vectorize-io/hindsight/pull/2375
• feat(windsurf): add Windsurf (Codeium) integration via MCP by @DK09876 in https://github.com/vectorize-io/hindsight/pull/2358
• feat(eve): add Eve agent-framework MCP connection helper by @benfrank241 in https://github.com/vectorize-io/hindsight/pull/2280
• test: eagerly import torch in conftest to fix test-api shard flake by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2376
• fix(openai): propagate reasoning_tokens into TokenUsage for OpenAI-compatible providers by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2378
• fix(hooks): keep uv lockfile frozen during lint by @Sanderhoff-alt in https://github.com/vectorize-io/hindsight/pull/2397
• fix(api): keep dry-run extract from creating banks by @Sanderhoff-alt in https://github.com/vectorize-io/hindsight/pull/2394
• fix(api): prevent PATCH bank from creating banks by @Sanderhoff-alt in https://github.com/vectorize-io/hindsight/pull/2391
• feat(config): let indexed multi-LLM members configure Vertex AI project/region by @cdbartholomew in https://github.com/vectorize-io/hindsight/pull/2384
• fix(release): bump marketplace version on claude-code release (#2386) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2398
• test(openai): fix tool-call mocks crashing reasoning-token accounting (#2378) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2400
• fix(llm-trace): keep provider token usage on parse/validation failures (#2387) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2396
• feat(config): multi-LLM members can configure litellmrouter config + Vertex SA key by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2401
• refactor(llm): make LLMProvider constructor config-free by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2405
• feat(mental-models): cron-scheduled refresh via the maintenance loop by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2377
• Blog: Zapier persistent memory by @benfrank241 in https://github.com/vectorize-io/hindsight/pull/2408
• test(worker): cover retry-capped retain extraction failures by @koriyoshi2041 in https://github.com/vectorize-io/hindsight/pull/2418
• fix(control-plane): show pending uploaded documents (server-driven) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2420
• docs(mental-models): document scheduled refresh triggers by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2421
• docs: add Epimetheus - pi community integration by @noctuid in https://github.com/vectorize-io/hindsight/pull/2414
• fix(retain): merge JSON arrays in append mode to preserve conversation-aware chunking by @qxxaa in https://github.com/vectorize-io/hindsight/pull/2412
• feat(recall): structured per-stage scores and two-level min_scores filtering by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2422
• feat(devin-desktop): rename Windsurf→Devin Desktop + fix(continue) thread-safe adapter by @DK09876 in https://github.com/vectorize-io/hindsight/pull/2410
• fix(aider,openhands): close client on exit + OpenHands Docker MCP docs by @DK09876 in https://github.com/vectorize-io/hindsight/pull/2417
• fix(embed): find pythonw beside the installed API script on Windows by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2411
• docs(recall): align min_scores score field names by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2432
• fix(reflect): cap structured output retry budget by @koriyoshi2041 in https://github.com/vectorize-io/hindsight/pull/2433
• feat: add Requesty as an OpenAI-compatible provider by @Thibaultjaigu in https://github.com/vectorize-io/hindsight/pull/2399
• fix(cli): show filenames in operation list by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2435
• Blog: Entity resolution in agent memory by @benfrank241 in https://github.com/vectorize-io/hindsight/pull/2424
• Fix(consolidation): populate search_vector on observation INSERT/UPDATE in consolidator by @qxxaa in https://github.com/vectorize-io/hindsight/pull/2425
• fix(migrations): honor configured vector extension before pgvector bootstrap by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2426
• docs: fix operation image alt text by @koriyoshi2041 in https://github.com/vectorize-io/hindsight/pull/2436
• docs(api): drop removed 'opinion' fact_type from MemoryFact schema description by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2439
• fix(retain): clarify fact type boundary for user rules by @koriyoshi2041 in https://github.com/vectorize-io/hindsight/pull/2440
• docs(api): correct stale memory-type taxonomy in published READMEs by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2447
• fix(parsers): handle UTF-8 text files with ASCII prefix in markitdown by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2456
• fix(config): thread groq/openai service_tier into constructed LLM providers by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2438
• chore(repo): remove playwright debug artifacts by @Sanderhoff-alt in https://github.com/vectorize-io/hindsight/pull/2460
• refactor(extensions): centralize validator operation names by @Sanderhoff-alt in https://github.com/vectorize-io/hindsight/pull/2419
• chore(docs): sync hindsight docs skill references by @Sanderhoff-alt in https://github.com/vectorize-io/hindsight/pull/2461
• fix(consolidation): default missing dedup action to keep by @koriyoshi2041 in https://github.com/vectorize-io/hindsight/pull/2454
• fix(clients): thread recall min_scores through the maintained Python SDK wrapper by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2446
• fix(langgraph): resolve tool bank IDs from config by @koriyoshi2041 in https://github.com/vectorize-io/hindsight/pull/2443
• fix(clients): thread recall min_scores through the maintained TypeScript SDK wrapper by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2467
• fix(llm-trace): stash litellm tool-call usage so token cost survives arg-parse failures by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2444
• fix(retain): preserve exception message in fact_extraction error summary by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2468
• docs: document SDK version and MCP metadata helpers by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2291
• fix(llm): wire default_headers into LiteLLM-backed providers (#2458) by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2466
• feat(claude-code): Add recall tag filters to memory hook by @koriyoshi2041 in https://github.com/vectorize-io/hindsight/pull/2331
• fix(reflect): unwrap JSON answer envelopes by @xmh1011 in https://github.com/vectorize-io/hindsight/pull/2345
• feat(opencode): add env var overrides for retain and recall options by @ibousfiha in https://github.com/vectorize-io/hindsight/pull/2336
• fix(openclaw): apply configured defaults to dynamic banks by @devinkuhn in https://github.com/vectorize-io/hindsight/pull/2441
• fix(cursor-cli): parse Cursor 3.x role-nested agent transcripts by @bjornmp in https://github.com/vectorize-io/hindsight/pull/2465
• fix(hindsight-openclaw): skip synthetic tool_result user messages in sliceLastTurnsByUserBoundary by @kumaxs in https://github.com/vectorize-io/hindsight/pull/2307
• fix(llm): propagate per-scope LLM timeout + retry policy to the provider (#2452) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2470
• fix(llm): make per-operation temperature configurable (#2459) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2469
• Fix(cli): explore detail selection with table headers by @koriyoshi2041 in https://github.com/vectorize-io/hindsight/pull/2489
• fix(retain): honor configured LLM temperature in the batch fact-extraction path (#2469 follow-up) by @r266-tech in https://github.com/vectorize-io/hindsight/pull/2485
• chore(search): remove HINDSIGHT_API_LAZY_RERANKER flag (eager reranker init) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2478
• docs: document CODEX_HOME isolation for long-running Codex services by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2496
• test: fix CI regressions (Vertex/litellmrouter construction, dedup config, trace recorder leak) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2491
• feat(stats): distributed bank_stats cache + ?refresh param + stats perf suite by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/2495
• Show full memory details in explore by @koriyoshi2041 in https://github.com/vectorize-io/hindsight/pull/2490

New Contributors

• @zupengwang made their first contribution in https://github.com/vectorize-io/hindsight/pull/2315
• @365diascollaboration-prog made their first contribution in https://github.com/vectorize-io/hindsight/pull/2324
• @lucaszhu-hue made their first contribution in https://github.com/vectorize-io/hindsight/pull/2362
• @noctuid made their first contribution in https://github.com/vectorize-io/hindsight/pull/2414
• @qxxaa made their first contribution in https://github.com/vectorize-io/hindsight/pull/2412
• @Thibaultjaigu made their first contribution in https://github.com/vectorize-io/hindsight/pull/2399
• @ibousfiha made their first contribution in https://github.com/vectorize-io/hindsight/pull/2336
• @devinkuhn made their first contribution in https://github.com/vectorize-io/hindsight/pull/2441
• @bjornmp made their first contribution in https://github.com/vectorize-io/hindsight/pull/2465
• @kumaxs made their first contribution in https://github.com/vectorize-io/hindsight/pull/2307

Full Changelog: https://github.com/vectorize-io/hindsight/compare/v0.8.3...v0.8.4