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1. Commits on Jul 23, 2026

   • Python: clarify file-store probe diagnostics

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   • Python: reject file-store junctions during enumeration

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   • Bump brace-expansion in /python/packages/devui/frontend (#7232)

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   • Bump agent-framework-hosting-a2a to 1.0.0a260723 (#7282)

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     eavanvalkenburg

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   • Python: add progressive A2A hosting adapters (#7258)

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   • Bump Python package versions for 1.12.1 release (#7273)

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   • Python: Enforce package coverage by lifecycle (#7261)

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     eavanvalkenburg

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2. Commits on Jul 22, 2026

   • Python: Fix stateless replay of reasoning-paired tool calls (#7233)

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     moonbox3

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   • Python: Support prompt cache breakpoints for GPT-5.6 models in OpenAI clients (#7163)

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     Mordris

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   • Python: preserve Gemini 3 thought_signature across function-call replays (#7095)

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     giles17

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   • Add MCPStreamableHTTPTool security guidance for custom http client (#7245)

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3. Commits on Jul 21, 2026

   • [BREAKING] Python: Ensure session isolation for FHA invocation impl (#7158)

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     TaoChenOSU

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   • Python: make FoundryToolbox.as_skills_provider() disable_caching effective (#7135)

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     giles17

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   • Python: Bump package versions for 1.12.0 release (#7238)

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     eavanvalkenburg

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   • Python: Fix PropertySchema.to_json_schema() not recursing into nested array items / object properties (#7200)

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     exp-ouroborous

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     claude

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   • [BREAKING] Python: add Responses conversation ID helper (#7234)

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     eavanvalkenburg

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   • Python: Add MCP hosting helpers (#7209)

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   • Python: Fix header_provider headers not reaching streamable HTTP transport requests (#7218)

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   • Python: Prevent compaction from emitting empty projections (#7219)

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   • Python: Return MCP tool-use sampling results (#7189)

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     scarab-systems

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4. Commits on Jul 20, 2026

   • Python: forward GitHubCopilotOptions verbatim to create_session (#7155)

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     giles17

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   • Python: Consolidate dependency updates (#7204)

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     moonbox3

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     dependabot[bot]

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   • Python: [BREAKING] Graduate create_harness_agent out of experimental (#7120)

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   • Python: Add agent-framework-azure-cosmos-memory context provider (#6719)

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     Theo van Kraay

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   • Normalize durable workflow inputs (#7205)

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5. Commits on Jul 19, 2026

   • Python: fix compaction token count inflating non-ASCII text (#7124)

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     he-yufeng

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     eavanvalkenburg

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   • Python: preserve explicit null arguments in auto function calling (#7108)

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     he-yufeng

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     eavanvalkenburg

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6. Commits on Jul 18, 2026

   • Python: isolate hosted session snapshots (#7141)

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     eavanvalkenburg

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7. Commits on Jul 17, 2026

   • Python: docs: add self-hosting sample snippets (#7104)

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     eavanvalkenburg

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   • Python: Optimize shared serialization paths (#7165)

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     eavanvalkenburg

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   • Python: Normalize chat finish reasons (#7105)

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     eavanvalkenburg

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   • Python: Add A2A hosting helpers (#7050)

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     eavanvalkenburg

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   • Python: raise ValueError for malformed data URIs (#6916)

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     VectorPeak

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     eavanvalkenburg

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   • Python: fix: concurrent_agents sample incorrectly treats output as list[Message] (#6548)

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8. Commits on Jul 16, 2026

   • Python: HITL respond-URL addressing from inside workflows (#7001)

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     ahmedmuhsin

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