autonomous-agent Trend Report
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3
High impact
5
Mid impact
47
Signal watch
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私たちそれぞれが個別にAIを使って情報収集し、同じような3行要約を作るたびに、世界中で膨大な電力と計算リソースが消費されています。 本プロジェクトは、あらかじめ広範な情報を取得・集約しておくことで、個別のAI実行回数を減らし、地球環境（GPU/TPU負荷）に配慮した効率的な情報収集を目指す実験的なダッシュボードです。
Recent Commits to openclaw:main
fix(agents): keep queued replies alive across lane waits and make stu…
fix(agents): keep queued replies alive across lane waits and make stu…
Recent Commits to openclaw:main
feat(agents): derive default run concurrency from CPU count (#114047)
feat(agents): derive default run concurrency from CPU count (#114047)
Recent Commits to openclaw:main
fix(config): refuse roster writes that silently drop agent entries (#…
fix(config): refuse roster writes that silently drop agent entries (#…
Recent Commits to openclaw:main
fix(memory): close previous embedding provider before replacement (#1…
fix(memory): close previous embedding provider before replacement (#1…
Recent Commits to openclaw:main
fix(gateway): bound session observer digest attempts and stop unpersi…
fix(gateway): bound session observer digest attempts and stop unpersi…
Recent Commits to openclaw:main
fix(ui): recover from unknown selected agents and surface session-cat…
fix(ui): recover from unknown selected agents and surface session-cat…
Recent Commits to openclaw:main
fix(agents): retire completed session work lanes (#114051)
fix(agents): retire completed session work lanes (#114051)
Recent Commits to openclaw:main
feat(mac): gateway menu-bar surfaces and Gateways main menu (#114038)
feat(mac): gateway menu-bar surfaces and Gateways main menu (#114038)
Recent Commits to openclaw:main
fix: show native history in adopted Pi and OpenCode sessions (#114040)
fix: show native history in adopted Pi and OpenCode sessions (#114040)
Recent Commits to openclaw:main
fix(qa): bound Slack observer teardown (#113605)
fix(qa): bound Slack observer teardown (#113605)
Recent Commits to openclaw:main
fix(auto-reply): match throttling transient errors in fallback-state …
fix(auto-reply): match throttling transient errors in fallback-state …
Recent Commits to openclaw:main
refactor(copilot): split attempt runtime (#114035)
refactor(copilot): split attempt runtime (#114035)
Recent Commits to openclaw:main
test(tui): show terminal output when a PTY fixture RPC wait times out…
test(tui): show terminal output when a PTY fixture RPC wait times out…
Recent Commits to openclaw:main
fix(cli): write agent exec plain output to stdout (#114043)
fix(cli): write agent exec plain output to stdout (#114043)
Recent Commits to openclaw:main
fix(ui): keep first prompt across gateway reconnects (#114042)
fix(ui): keep first prompt across gateway reconnects (#114042)
Recent Commits to openclaw:main
build(deps): remove npm shrinkwrap; mirror pnpm lock into transient p…
build(deps): remove npm shrinkwrap; mirror pnpm lock into transient p…
Recent Commits to openclaw:main
docs(cli): cross-link agent exec from automation and policy pages (#1…
docs(cli): cross-link agent exec from automation and policy pages (#1…
Recent Commits to openclaw:main
Control UI: gateway-owned sidebar section order (#113930)
Control UI: gateway-owned sidebar section order (#113930)
Recent Commits to openclaw:main
fix(ui): dashboard widgets leave a gap below content and hover chrome…
fix(ui): dashboard widgets leave a gap below content and hover chrome…
Recent Commits to openclaw:main
refactor(agents): split subagent-spawn and drop its max-lines baselin…
refactor(agents): split subagent-spawn and drop its max-lines baselin…
Recent Commits to hermes-agent:main
fmt(js): `npm run fix` on merge (#71818)
fmt(js): `npm run fix` on merge (#71818)
Recent Commits to hermes-agent:main
fix(desktop-e2e): poll for the finished-unread dot instead of samplin…
fix(desktop-e2e): poll for the finished-unread dot instead of samplin…
Recent Commits to hermes-agent:main
fix(desktop-e2e): end the sidebar background-dot wall-clock race
fix(desktop-e2e): end the sidebar background-dot wall-clock race
Recent Commits to hermes-agent:main
Merge pull request #71800 from NousResearch/bb/project-sort
Merge pull request #71800 from NousResearch/bb/project-sort
Recent Commits to hermes-agent:main
Merge pull request #71789 from NousResearch/bb/timeline-idle
Merge pull request #71789 from NousResearch/bb/timeline-idle
Recent Commits to hermes-agent:main
feat(conformance): vector generator — native renderers as executable …
feat(conformance): vector generator — native renderers as executable …
Recent Commits to hermes-agent:main
Merge pull request #71799 from NousResearch/bb/model-picker-perf
Merge pull request #71799 from NousResearch/bb/model-picker-perf
Recent Commits to hermes-agent:main
Merge pull request #71805 from NousResearch/bb/slash-busy-queue
Merge pull request #71805 from NousResearch/bb/slash-busy-queue
Recent Commits to hermes-agent:main
fix(sessions): reconstruct missing sessions instead of deleting salva…
fix(sessions): reconstruct missing sessions instead of deleting salva…
Recent Commits to hermes-agent:main
fix(desktop): bind a tab's slash command to its own session
fix(desktop): bind a tab's slash command to its own session
Recent Commits to hermes-agent:main
fix(desktop): gate the slash/submit busy queue on the target session
fix(desktop): gate the slash/submit busy queue on the target session
Recent Commits to hermes-agent:main
fix(gateway): only stamp a session's own directory on its row
fix(gateway): only stamp a session's own directory on its row
Recent Commits to hermes-agent:main
Merge pull request #71801 from NousResearch/bb/thinking-gradient
Merge pull request #71801 from NousResearch/bb/thinking-gradient
Recent Commits to hermes-agent:main
fix(desktop): drop the fade mask on the live thinking preview
fix(desktop): drop the fade mask on the live thinking preview
Recent Commits to hermes-agent:main
fix(gateway): record a terminal session's working directory
fix(gateway): record a terminal session's working directory
Recent Commits to hermes-agent:main
fix(desktop): rank projects by real activity, not disk-scan time
fix(desktop): rank projects by real activity, not disk-scan time
Recent Commits to hermes-agent:main
Merge pull request #71795 from NousResearch/bb/dead-worktree-projects
Merge pull request #71795 from NousResearch/bb/dead-worktree-projects
Recent Commits to hermes-agent:main
perf(desktop): add model-picker open-latency probes
perf(desktop): add model-picker open-latency probes
Recent Commits to hermes-agent:main
perf(desktop): pause glyph spinners on hidden tabs
perf(desktop): pause glyph spinners on hidden tabs
Recent Commits to hermes-agent:main
perf(desktop): defer model-row submenu bodies until hover
perf(desktop): defer model-row submenu bodies until hover
""OpenClaw"" - Google ニュース
AI ツールの脆弱性登録が増加傾向、OpenClaw や Open WebUI もランクイン ～ 2026年 第2四半期「JVN iPedia」登録状況 - ScanNetSecurity
AI ツールの脆弱性登録が増加傾向、OpenClaw や Open WebUI もランクイン ～ 2026年 第2四半期「JVN iPedia」登録状況 - ScanNetSecurity
""AI agent" OR "agentic workflow"" - Google ニュース
Arent、Revit連携AIエージェント「LightningBIM AI Agent」大型アップデート ベータ版を公開 - PR TIMES
Arent、Revit連携AIエージェント「LightningBIM AI Agent」大型アップデート ベータ版を公開 - PR TIMES
""AI agent" OR "agentic workflow"" - Google ニュース
Ａｒｅｎｔ[5254]：Revit連携型AIエージェント「LightningBIM AI Agent」の大型アップデート ベータ版を公開 2026年7月23日(適時開示) ：日経会社情報DIGITAL - 日本経済新聞
Ａｒｅｎｔ[5254]：Revit連携型AIエージェント「LightningBIM AI Agent」の大型アップデート ベータ版を公開 2026年7月23日(適時開示) ：日経会社情報DIGITAL - 日本経済新聞
""AI agent" OR "agentic workflow"" - Google ニュース
AZPower 新経営体制でAI Agent時代の企業変革パートナーへ進化。3ヵ年成長戦略「AZPower Next Stage」を始動 - Excite エキサイト
AZPower 新経営体制でAI Agent時代の企業変革パートナーへ進化。3ヵ年成長戦略「AZPower Next Stage」を始動 - Excite エキサイト
""coding agent" OR "Claude Code" OR Codex" - Google ニュース
Rubrik、Anthropic「Claude Code」向けにAIエージェントのセキュリティ基盤「Rubrik Agent Cloud」を発表 - thinkit.co.jp
Rubrik、Anthropic「Claude Code」向けにAIエージェントのセキュリティ基盤「Rubrik Agent Cloud」を発表 - thinkit.co.jp
""coding agent" OR "Claude Code" OR Codex" - Google ニュース
Claude Code用Claude Securityプラグインがベータ版として利用可能に - gihyo.jp
Claude Code用Claude Securityプラグインがベータ版として利用可能に - gihyo.jp
""coding agent" OR "Claude Code" OR Codex" - Google ニュース
ChatGPTより凄い「Codex仕事術」、面倒な業務を“丸投げ自動化”する神ワザ4選 - ビジネス+IT
ChatGPTより凄い「Codex仕事術」、面倒な業務を“丸投げ自動化”する神ワザ4選 - ビジネス+IT
""coding agent" OR "Claude Code" OR Codex" - Google ニュース
Macアプリ版「Claude Code」がiOSシミュレータと連携 「Computer Use」なしでアプリ操作 (ITmedia NEWS) - Yahoo!ニュース
Macアプリ版「Claude Code」がiOSシミュレータと連携 「Computer Use」なしでアプリ操作 (ITmedia NEWS) - Yahoo!ニュース
""coding agent" OR "Claude Code" OR Codex" - Google ニュース
OpenAIで50分間の障害 ChatGPT・Codex・APIが世界同時停止 - Yellow.com
OpenAIで50分間の障害 ChatGPT・Codex・APIが世界同時停止 - Yellow.com
""coding agent" OR "Claude Code" OR Codex" - Google ニュース
Claude CodeにiOSシミュレータ連携機能追加。画面録画からスキルを作れる機能も (PC Watch) - Yahoo!ニュース
Claude CodeにiOSシミュレータ連携機能追加。画面録画からスキルを作れる機能も (PC Watch) - Yahoo!ニュース
""coding agent" OR "Claude Code" OR Codex" - Google ニュース
OpenAIのChatGPTとCodex、世界規模の障害で数時間停止 利用制限をリセット - x.com
OpenAIのChatGPTとCodex、世界規模の障害で数時間停止 利用制限をリセット - x.com
""coding agent" OR "Claude Code" OR Codex" - Google ニュース
Claude Codeにセキュリティアップデート、オートモード時の深刻な権限バイパス脆弱性を修正 - 財経新聞
Claude Codeにセキュリティアップデート、オートモード時の深刻な権限バイパス脆弱性を修正 - 財経新聞
""coding agent" OR "Claude Code" OR Codex" - Google ニュース
グローバル障害がOpenAIのChatGPT、API、Codexに影響 - Unite.AI
グローバル障害がOpenAIのChatGPT、API、Codexに影響 - Unite.AI
""coding agent" OR "Claude Code" OR Codex" - Google ニュース
株式会社プエンテ、業務ノウハウをAIの「業務パック」に変える法人向けSaaS「知識の複利ループ」を提供開始 ─ 6業務・Claude/Codex/Gemini対応 - PR TIMES
株式会社プエンテ、業務ノウハウをAIの「業務パック」に変える法人向けSaaS「知識の複利ループ」を提供開始 ─ 6業務・Claude/Codex/Gemini対応 - PR TIMES