python/v1.44.0

[mkmeral]

What's Changed

Python SDK

• docs(evals): update report code and critical errors by @poshinchen in docs(evals): update report code and critical errors #2753
• feat: add internal middleware system for InvokeModelStage by @zastrowm in feat: add internal middleware system for InvokeModelStage #2760
• fix(dev-docs): consolidate PR guidelines and update pr-writer skill by @zastrowm in fix(dev-docs): consolidate PR guidelines and update pr-writer skill #2772
• feat(memory): port memory manager and extraction to Python by @JackYPCOnline in feat(memory): port memory manager and extraction to Python #2740
• feat(strands-py): add GoalLoop vended plugin with docs by @notowen333 in feat(strands-py): add GoalLoop vended plugin with docs #2738
• test: suppress verbose logging in tests with large text payloads by @zastrowm in test: suppress verbose logging in tests with large text payloads #2773
• docs: update context offloader docs for InMemoryStorage eviction by @lizradway in docs: update context offloader docs for InMemoryStorage eviction #2788
• chore: apply ruff format to fix pre-existing drift in strands-py by @pgrayy in chore: apply ruff format to fix pre-existing drift in strands-py #2799
• feat: add documentation for interventions primitive in python by @mehtarac in feat: add documentation for interventions primitive in python #2745
• feat(memory): add Agent memory_manager param with configurable sync auto-flush by @JackYPCOnline in feat(memory): add Agent memory_manager param with configurable sync auto-flush #2795
• fix(strands-py): allow sync or async InterventionHandler lifecycle overrides by @agent-of-mkmeral in fix(strands-py): allow sync or async InterventionHandler lifecycle overrides #2800
• feat: port agentic context management to python by @notowen333 in feat: port agentic context management to python #2808
• refactor(memory): represent passed-in config types as TypedDicts by @pgrayy in refactor(memory): represent passed-in config types as TypedDicts #2824
• feat(strands-py): port HumanInTheLoop vended intervention to Python by @agent-of-mkmeral in feat(strands-py): port HumanInTheLoop vended intervention to Python #2750
• refactor(memory): represent ExtractionConfig as a TypedDict by @pgrayy in refactor(memory): represent ExtractionConfig as a TypedDict #2827
• docs: add chaos testing and resilience evaluator doc pages and example scripts by @ybdarrenwang in docs: add chaos testing and resilience evaluator doc pages and example scripts #2697
• feat(python): integrate Sandbox with Agent by @gautamsirdeshmukh in feat(python): integrate Sandbox with Agent #2762
• feat(interventions): add Cedar authorization handler for Python by @lizradway in feat(interventions): add Cedar authorization handler for Python  #2802
• docs: add Python tabs to HumanInTheLoop intervention docs by @agent-of-mkmeral in docs: add Python tabs to HumanInTheLoop intervention docs #2752
• refactor(memory): drop redundant | None from optional config fields by @pgrayy in refactor(memory): drop redundant | None from optional config fields #2832
• feat(memory): port BedrockKnowledgeBaseStore to strands-py by @pgrayy in feat(memory): port BedrockKnowledgeBaseStore to strands-py #2834
• feat(python): vended tools/plugins for sandbox by @gautamsirdeshmukh in feat(python): vended tools/plugins for sandbox #2835
• test(memory): assert S3 sidecar metadata and scope round-trip by @pgrayy in test(memory): assert S3 sidecar metadata and scope round-trip #2840

TypeScript SDK

• feat!: copy middleware context inputs to prevent accidental mutation by @zastrowm in feat!: copy middleware context inputs to prevent accidental mutation #2742
• ci: bump esbuild version by @opieter-aws in ci: bump esbuild version #2785
• feat(interventions): add cedar vended intervention handler by @lizradway in feat(interventions): add cedar vended intervention handler #2365
• feat: add agentic context management with model-driven compression tools by @notowen333 in feat: add agentic context management with model-driven compression tools #2754
• fix(cedar): correct fixture path in integration test by @lizradway in fix(cedar): correct fixture path in integration test #2810
• test(memory): isolate KB search/add tool tests from auto-injection by @pgrayy in test(memory): isolate KB search/add tool tests from auto-injection #2825
• fix(site): inject sitemap lastmod by matching git path prefix by @yonib05 in fix(site): inject sitemap lastmod by matching git path prefix #2814
• ci: remove lockfile drift check to unblock Dependabot and audit fixes by @zastrowm in ci: remove lockfile drift check to unblock Dependabot and audit fixes #2841
• chore: bump hono to 4.12.25 to fix high-severity audit failure by @pgrayy in chore: bump hono to 4.12.25 to fix high-severity audit failure #2843

Other Changes

• feat(context-offloader): add turn-based eviction to InMemoryStorage by @lizradway in feat(context-offloader): add turn-based eviction to InMemoryStorage #2648
• feat: memory injection by @opieter-aws in feat: memory injection #2631
• docs: add message pinning section to conversation management page by @lizradway in docs: add message pinning section to conversation management page #2749
• design: add context management presets design doc by @lizradway in design: add context management presets design doc #2756
• fix: remove pin messaging barrel export by @lizradway in fix: remove pin messaging barrel export #2767
• fix: reduce workflow noise from deployment history and label churn by @zastrowm in fix: reduce workflow noise from deployment history and label churn #2766
• docs: add Syntax component for inline language-specific identifiers by @notowen333 in docs: add Syntax component for inline language-specific identifiers #2751
• docs: improve monorepo clarity for releases and issues by @yonib05 in docs: improve monorepo clarity for releases and issues #2759
• docs: make root README language-neutral with homepage value prop by @yonib05 in docs: make root README language-neutral with homepage value prop #2763
• feat: pass invocation_state to edge condition calls by @yananym in feat: pass invocation_state to edge condition calls #2642
• test: add integration test for memory manager by @opieter-aws in test: add integration test for memory manager #2764
• docs: consolidate dev docs into a consistent home by @zastrowm in docs: consolidate dev docs into a consistent home #2791
• docs(cli): added CLI documentations by @poshinchen in docs(cli): added CLI documentations #2792
• docs: point PR reviewers at docs skills for site/ changes by @notowen333 in docs: point PR reviewers at docs skills for site/ changes #2794
• docs: point PR reviewers at docs skills for site/ changes by @notowen333 in docs: point PR reviewers at docs skills for site/ changes #2807
• chore: add CLAUDE.md files by @opieter-aws in chore: add CLAUDE.md files #2809
• feat: add memory injection by @opieter-aws in feat: add memory injection #2797
• docs(interventions): add Cedar Authorization documentation page by @lizradway in docs(interventions): add Cedar Authorization documentation page  #2803
• docs(agents): organize AGENTS.md by role by @notowen333 in docs(agents): organize AGENTS.md by role #2813
• feat: add default for memory extraction trigger by @opieter-aws in feat: add default for memory extraction trigger #2811
• fix: mark internal memory functions as private by @opieter-aws in fix: mark internal memory functions as private #2817
• feat(site): simplify homepage language switching by @yonib05 in feat(site): simplify homepage language switching #2775
• docs(context-management): document agentic context mode by @notowen333 in docs(context-management): document agentic context mode #2826
• docs(cedar-authorization): add Python examples to Cedar docs page by @lizradway in docs(cedar-authorization): add Python examples to Cedar docs page  #2828
• fix(site): send analytics events in the WebSDK's XDM shape by @yonib05 in fix(site): send analytics events in the WebSDK's XDM shape #2815
• feat(site): add For humans / For agents toggle to homepage hero by @yonib05 in feat(site): add For humans / For agents toggle to homepage hero #2778

New Contributors

• @ybdarrenwang made their first contribution in docs: add chaos testing and resilience evaluator doc pages and example scripts #2697

Full Changelog: python/v1.43.0...python/v1.44.0

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This discussion was created from the release python/v1.44.0.