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@@ -60,22 +60,22 @@ A selective record of changes that made it into other people's codebases, docs,
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  <th align="left">Proof of work</th>
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- <td><sub>COLLABORATION &amp; TEST RELIABILITY</sub><br /><a href="https://github.com/jupyterlab/jupyter-chat"><strong>jupyterlab/jupyter-chat</strong></a> 路 <a href="https://github.com/jupyterlab/jupyter-chat/pull/486">PR #486</a> 路 merged<br /><br />Eliminated SQLite YStore lock contention in parallel UI tests by giving each test server an isolated YStore database.</td>
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  </tr>
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  <tr>
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- <td><sub>AGENT RUNTIME &amp; OPERATIONS</sub><br /><a href="https://github.com/microsoft/agent-framework"><strong>microsoft/agent-framework</strong></a> 路 <a href="https://github.com/microsoft/agent-framework/pull/7622">PR #7622</a> 路 <a href="https://github.com/microsoft/agent-framework/pull/7597">#7597</a> 路 merged<br /><br />Made rejected MCP skill archives visible at the operational warning level and preserved Mistral prompt-cache usage details across regular and streaming responses.</td>
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- <td><sub>AGENT CLI &amp; INTEGRATION</sub><br /><a href="https://github.com/gnt-ai/gnt"><strong>gnt-ai/gnt</strong></a> 路 <a href="https://github.com/gnt-ai/gnt/pull/178">PR #178</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/177">#177</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/176">#176</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/175">#175</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/174">#174</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/173">#173</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/172">#172</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/168">#168</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/164">#164</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/163">#163</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/162">#162</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/138">#138</a> 路 merged<br /><br />Expanded CLI automation with JSON output for rule linting, organization inspection, and key listing; added connector coverage for Figma, GitLab Threads, and HubSpot; and strengthened terminal formatting, repository conventions, documentation, and review output.</td>
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  <td><sub>ROUTING &amp; OBSERVABILITY</sub><br /><a href="https://github.com/vllm-project/semantic-router"><strong>vllm-project/semantic-router</strong></a> 路 <a href="https://github.com/vllm-project/semantic-router/pull/2907">PR #2907</a> 路 <a href="https://github.com/vllm-project/semantic-router/pull/2896">#2896</a> 路 <a href="https://github.com/vllm-project/semantic-router/pull/2874">#2874</a> 路 merged<br /><br />Corrected Router Replay attribution, wired configured Milvus consistency through cache reads and collection setup, and removed a racy Dashboard assertion while retaining stable lifecycle guarantees.</td>
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- <td><sub>VOICE AI &amp; CONFIGURATION</sub><br /><a href="https://github.com/livekit/agents"><strong>livekit/agents</strong></a> 路 <a href="https://github.com/livekit/agents/pull/6810">PR #6810</a> 路 merged<br /><br />Added explicit Google Speech-to-Text project selection while preserving credential-based discovery for existing callers.</td>
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- <td><sub>CONNECTORS &amp; PRODUCT INTEGRATION</sub><br /><a href="https://github.com/oomol-lab/open-connector"><strong>oomol-lab/open-connector</strong></a> 路 <a href="https://github.com/oomol-lab/open-connector/pull/332">PR #332</a> 路 <a href="https://github.com/oomol-lab/open-connector/pull/300">#300</a> 路 merged<br /><br />Expanded the Resend connector from basic sending into batch, scheduling, retrieval, cancellation, and attachment workflows, then made run-log summaries resilient to malformed URL-like values while preserving redaction and valid sibling fields.</td>
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  <td><sub>VOICE AI &amp; AUDIO PIPELINES</sub><br /><a href="https://github.com/pipecat-ai/pipecat"><strong>pipecat-ai/pipecat</strong></a> 路 <a href="https://github.com/pipecat-ai/pipecat/pull/5298">PR #5298</a> 路 merged<br /><br />Made AssemblyAI speech recognition inherit the pipeline input sample rate unless callers provide an explicit override.</td>
@@ -84,7 +84,7 @@ A selective record of changes that made it into other people's codebases, docs,
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  <td><sub>EVALUATION &amp; OBSERVABILITY</sub><br /><a href="https://github.com/thangldw/ragops"><strong>thangldw/ragops</strong></a> 路 <a href="https://github.com/thangldw/ragops/pull/30">PR #30</a> 路 merged<br /><br />Added an offline Phoenix recorded-score adapter with deterministic case-ID joins, synthetic fixtures, documentation, and tests.</td>
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- <td><sub>AGENT TOOLING &amp; COMPATIBILITY</sub><br /><a href="https://github.com/ag2ai/ag2"><strong>ag2ai/ag2</strong></a> 路 <a href="https://github.com/ag2ai/ag2/pull/3148">PR #3148</a> 路 merged<br /><br />Added HEIC and HEIF MIME types to the Gemini image-input type path and covered the public factory with regression tests.</td>
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  <td><sub>AGENT TOOLING &amp; COMPATIBILITY</sub><br /><a href="https://github.com/mlflow/mlflow"><strong>mlflow/mlflow</strong></a> 路 <a href="https://github.com/mlflow/mlflow/pull/25010">PR #25010</a> 路 <a href="https://github.com/mlflow/mlflow/pull/25000">#25000</a> 路 merged<br /><br />Preserved provider-specific usage metadata across Gemini, Anthropic, and OpenAI-compatible gateway adapters, with regression coverage for normalized and nested usage details.</td>
@@ -96,7 +96,7 @@ A selective record of changes that made it into other people's codebases, docs,
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  <td><sub>MEMORY &amp; OPERATIONS</sub><br /><a href="https://github.com/MSKazemi/kubeintellect"><strong>MSKazemi/kubeintellect</strong></a> 路 <a href="https://github.com/MSKazemi/kubeintellect/pull/116">PR #116</a> 路 <a href="https://github.com/MSKazemi/kubeintellect/pull/111">#111</a> 路 <a href="https://github.com/MSKazemi/kubeintellect/pull/105">#105</a> 路 merged<br /><br />Made the memory-recall similarity floor configurable, updated the <code>kube-q</code> Homebrew formula, and documented v4 data-handling boundaries.</td>
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- <td><sub>LANGUAGE ANALYSIS &amp; RELIABILITY</sub><br /><a href="https://github.com/squid-protocol/gitgalaxy"><strong>squid-protocol/gitgalaxy</strong></a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1761">PR #1761</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1724">#1724</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1710">#1710</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1657">#1657</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1655">#1655</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1654">#1654</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1639">#1639</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1201">#1201</a> 路 merged<br /><br />Improved detector correctness across TypeScript, C#, and C++: recovered missed brace-less functions, eliminated phantom matches, recognized <code>readonly</code>/<code>ref</code> structs, avoided digit-separator misclassification, and prevented silent archetype-metric dimension truncation.</td>
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  <td><sub>AGENT TOOLING &amp; COMPATIBILITY</sub><br /><a href="https://github.com/mastra-ai/mastra"><strong>mastra-ai/mastra</strong></a> 路 <a href="https://github.com/mastra-ai/mastra/pull/21559">PR #21559</a> 路 <a href="https://github.com/mastra-ai/mastra/pull/21281">#21281</a> 路 <a href="https://github.com/mastra-ai/mastra/pull/21147">#21147</a> 路 merged<br /><br />Kept array text-streams valid for batched first chunks, resolved dynamic models once per assigned-tool batch, and fixed CommonJS schema compatibility by bundling the Zod conversion dependencies.</td>
@@ -107,6 +107,12 @@ A selective record of changes that made it into other people's codebases, docs,
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  <td><sub>AGENT ORCHESTRATION &amp; CLI</sub><br /><a href="https://github.com/a5c-ai/babysitter"><strong>a5c-ai/babysitter</strong></a> 路 <a href="https://github.com/a5c-ai/babysitter/pull/1727">PR #1727</a> 路 merged<br /><br />Made process-backed run creation safely adopt the active session-start bare run while retaining explicit-run and cross-boundary create-new safeguards.</td>
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  <td><sub>PRIVACY &amp; EVALUATION</sub><br /><a href="https://github.com/seva9523/EvalRepro"><strong>seva9523/EvalRepro</strong></a> 路 <a href="https://github.com/seva9523/EvalRepro/pull/12">PR #12</a> 路 merged<br /><br />Added <code>--no-id_preview</code> to suppress sample ID previews while preserving sample and field digests.</td>
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+ <td><sub>COLLABORATION &amp; TEST RELIABILITY</sub><br /><a href="https://github.com/jupyterlab/jupyter-chat"><strong>jupyterlab/jupyter-chat</strong></a> 路 <a href="https://github.com/jupyterlab/jupyter-chat/pull/521">PR #521</a> 路 <a href="https://github.com/jupyterlab/jupyter-chat/pull/486">#486</a> 路 merged<br /><br />Eliminated SQLite YStore lock contention in parallel UI tests, then made internal chat ID and timestamp mutations synchronous while retaining observer delivery without background-task leakage.</td>
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+ <td><sub>AGENT RUNTIME &amp; OPERATIONS</sub><br /><a href="https://github.com/microsoft/agent-framework"><strong>microsoft/agent-framework</strong></a> 路 <a href="https://github.com/microsoft/agent-framework/pull/7695">PR #7695</a> 路 <a href="https://github.com/microsoft/agent-framework/pull/7625">#7625</a> 路 <a href="https://github.com/microsoft/agent-framework/pull/7622">#7622</a> 路 <a href="https://github.com/microsoft/agent-framework/pull/7597">#7597</a> 路 merged<br /><br />Made rejected MCP skill archives visible at the operational warning level, preserved Mistral prompt-cache usage details, clarified supported skill-script arguments, and forwarded GitHub Copilot telemetry configuration to its CLI client.</td>
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+ <td><sub>AGENT CLI &amp; INTEGRATION</sub><br /><a href="https://github.com/gnt-ai/gnt"><strong>gnt-ai/gnt</strong></a> 路 <a href="https://github.com/gnt-ai/gnt/pull/183">PR #183</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/182">#182</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/178">#178</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/177">#177</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/176">#176</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/175">#175</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/174">#174</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/173">#173</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/172">#172</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/168">#168</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/164">#164</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/163">#163</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/162">#162</a> 路 <a href="https://github.com/gnt-ai/gnt/pull/138">#138</a> 路 merged<br /><br />Expanded CLI automation with JSON output and connector coverage; added guarded Cline and OpenAI Agents SDK integrations; and strengthened terminal formatting, repository conventions, documentation, and review output.</td>
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  <td><sub>ROUTING &amp; OBSERVABILITY</sub><br /><a href="https://github.com/vllm-project/semantic-router"><strong>vllm-project/semantic-router</strong></a> 路 <a href="https://github.com/vllm-project/semantic-router/pull/2907">PR #2907</a> 路 <a href="https://github.com/vllm-project/semantic-router/pull/2896">#2896</a> 路 <a href="https://github.com/vllm-project/semantic-router/pull/2874">#2874</a> 路 merged<br /><br />Corrected Router Replay attribution, wired configured Milvus consistency through cache reads and collection setup, and removed a racy Dashboard assertion while retaining stable lifecycle guarantees.</td>
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+ <td><sub>VOICE AI &amp; CONFIGURATION</sub><br /><a href="https://github.com/livekit/agents"><strong>livekit/agents</strong></a> 路 <a href="https://github.com/livekit/agents/pull/6866">PR #6866</a> 路 <a href="https://github.com/livekit/agents/pull/6810">#6810</a> 路 merged<br /><br />Added explicit Google Speech-to-Text project selection while preserving credential-based discovery, and corrected the final sentence span so tokenization includes the input's last character.</td>
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+ <td><sub>CONNECTORS &amp; PRODUCT INTEGRATION</sub><br /><a href="https://github.com/oomol-lab/open-connector"><strong>oomol-lab/open-connector</strong></a> 路 <a href="https://github.com/oomol-lab/open-connector/pull/342">PR #342</a> 路 <a href="https://github.com/oomol-lab/open-connector/pull/332">#332</a> 路 <a href="https://github.com/oomol-lab/open-connector/pull/300">#300</a> 路 merged<br /><br />Expanded the Resend connector from basic sending into batch, scheduling, retrieval, cancellation, and attachment workflows; made run-log summaries resilient to malformed values; and redacted credentials in protocol-relative and non-HTTP URLs.</td>
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  <td><sub>VOICE AI &amp; AUDIO PIPELINES</sub><br /><a href="https://github.com/pipecat-ai/pipecat"><strong>pipecat-ai/pipecat</strong></a> 路 <a href="https://github.com/pipecat-ai/pipecat/pull/5298">PR #5298</a> 路 merged<br /><br />Made AssemblyAI speech recognition inherit the pipeline input sample rate unless callers provide an explicit override.</td>
 
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  <td><sub>EVALUATION &amp; OBSERVABILITY</sub><br /><a href="https://github.com/thangldw/ragops"><strong>thangldw/ragops</strong></a> 路 <a href="https://github.com/thangldw/ragops/pull/30">PR #30</a> 路 merged<br /><br />Added an offline Phoenix recorded-score adapter with deterministic case-ID joins, synthetic fixtures, documentation, and tests.</td>
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+ <td><sub>AGENT TOOLING &amp; COMPATIBILITY</sub><br /><a href="https://github.com/ag2ai/ag2"><strong>ag2ai/ag2</strong></a> 路 <a href="https://github.com/ag2ai/ag2/pull/3160">PR #3160</a> 路 <a href="https://github.com/ag2ai/ag2/pull/3148">#3148</a> 路 merged<br /><br />Added HEIC and HEIF MIME types to the Gemini image-input path, and made persistent sub-agent delegation reuse one stream instance so its turn lock actually serializes concurrent work.</td>
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  <td><sub>AGENT TOOLING &amp; COMPATIBILITY</sub><br /><a href="https://github.com/mlflow/mlflow"><strong>mlflow/mlflow</strong></a> 路 <a href="https://github.com/mlflow/mlflow/pull/25010">PR #25010</a> 路 <a href="https://github.com/mlflow/mlflow/pull/25000">#25000</a> 路 merged<br /><br />Preserved provider-specific usage metadata across Gemini, Anthropic, and OpenAI-compatible gateway adapters, with regression coverage for normalized and nested usage details.</td>
 
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  <td><sub>MEMORY &amp; OPERATIONS</sub><br /><a href="https://github.com/MSKazemi/kubeintellect"><strong>MSKazemi/kubeintellect</strong></a> 路 <a href="https://github.com/MSKazemi/kubeintellect/pull/116">PR #116</a> 路 <a href="https://github.com/MSKazemi/kubeintellect/pull/111">#111</a> 路 <a href="https://github.com/MSKazemi/kubeintellect/pull/105">#105</a> 路 merged<br /><br />Made the memory-recall similarity floor configurable, updated the <code>kube-q</code> Homebrew formula, and documented v4 data-handling boundaries.</td>
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+ <td><sub>LANGUAGE ANALYSIS &amp; RELIABILITY</sub><br /><a href="https://github.com/squid-protocol/gitgalaxy"><strong>squid-protocol/gitgalaxy</strong></a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1764">PR #1764</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1761">#1761</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1760">#1760</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1724">#1724</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1710">#1710</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1657">#1657</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1655">#1655</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1654">#1654</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1639">#1639</a> 路 <a href="https://github.com/squid-protocol/gitgalaxy/pull/1201">#1201</a> 路 merged<br /><br />Improved detector correctness across TypeScript, C#, C++, and Go: recovered missed bodyless functions, retained unknown macro branches, eliminated phantom matches, recognized <code>readonly</code>/<code>ref</code> structs, and prevented silent archetype-metric dimension truncation.</td>
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  <td><sub>AGENT TOOLING &amp; COMPATIBILITY</sub><br /><a href="https://github.com/mastra-ai/mastra"><strong>mastra-ai/mastra</strong></a> 路 <a href="https://github.com/mastra-ai/mastra/pull/21559">PR #21559</a> 路 <a href="https://github.com/mastra-ai/mastra/pull/21281">#21281</a> 路 <a href="https://github.com/mastra-ai/mastra/pull/21147">#21147</a> 路 merged<br /><br />Kept array text-streams valid for batched first chunks, resolved dynamic models once per assigned-tool batch, and fixed CommonJS schema compatibility by bundling the Zod conversion dependencies.</td>
 
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  <td><sub>AGENT ORCHESTRATION &amp; CLI</sub><br /><a href="https://github.com/a5c-ai/babysitter"><strong>a5c-ai/babysitter</strong></a> 路 <a href="https://github.com/a5c-ai/babysitter/pull/1727">PR #1727</a> 路 merged<br /><br />Made process-backed run creation safely adopt the active session-start bare run while retaining explicit-run and cross-boundary create-new safeguards.</td>
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+ <td><sub>AGENT RUNTIME &amp; RELIABILITY</sub><br /><a href="https://github.com/nullcache/corecoder-ts"><strong>nullcache/corecoder-ts</strong></a> 路 <a href="https://github.com/nullcache/corecoder-ts/pull/7">PR #7</a> 路 <a href="https://github.com/nullcache/corecoder-ts/pull/6">#6</a> 路 <a href="https://github.com/nullcache/corecoder-ts/pull/5">#5</a> 路 <a href="https://github.com/nullcache/corecoder-ts/pull/3">#3</a> 路 <a href="https://github.com/nullcache/corecoder-ts/pull/2">#2</a> 路 <a href="https://github.com/nullcache/corecoder-ts/pull/1">#1</a> 路 merged<br /><br />Hardened agent execution around cancellation, retry aborts, SSE and tool-input edge cases, request timeouts, context calibration, and CLI contracts; also documented installation, providers, tools, and runtime controls.</td>
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+ <td><sub>AGENT TOOLING &amp; QUALITY GATES</sub><br /><a href="https://github.com/wshobson/agents"><strong>wshobson/agents</strong></a> 路 <a href="https://github.com/wshobson/agents/pull/662">PR #662</a> 路 merged<br /><br />Made plugin evaluation preserve and resolve nested skill references relative to the current skill, preventing valid helpers from being incorrectly penalized.</td>
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  <td><sub>PRIVACY &amp; EVALUATION</sub><br /><a href="https://github.com/seva9523/EvalRepro"><strong>seva9523/EvalRepro</strong></a> 路 <a href="https://github.com/seva9523/EvalRepro/pull/12">PR #12</a> 路 merged<br /><br />Added <code>--no-id_preview</code> to suppress sample ID previews while preserving sample and field digests.</td>
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