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Add --staged mode to auto_tune_pipeline.py. Runs 30g- 50g- 200g sequentially, promoting only improved candidates.
Generates adoption plan on 200g accept. Single-stage --stage mode preserved. Does not auto-adopt, ...
Summary
- Make Redis Agent Memory Server the default recalled-lesson layer with redis,fleet as the default provider chain.
- Add local AMS config helpers, alfred brain ams-status, and bin/ams-launch.sh ...
改动文件
- posts/x.md (新增 post-2026-06-16-002, 8 推 thread)
- posts/xiaohongshu.md (新增 post-2026-06-16-002, carousel 风)
- posts/moments.md (新增 post-2026-06-16-002, 短文)
改动意图
按 Content loop 跑 inbox 倒数第二条(2026-06-16 ...
問題
handleChatMessage は msg.message の存在を確認せずに userText.slice(0, 100) を呼びます。そのため message フィールドを持たないチャットメッセージを受信すると TypeError
でクラッシュします。
修正
処理の冒頭で userText が空でない文字列であることを検証し、満たさない場合は警告メッセージを返して早期 return ...
Why
The MA coordinator is a pure relay layer (the verifier synthesizes), so its relay turn is the only place a cheap
coordinator can drop findings — observed in production: a Haiku coordinator relayed ...
What changed
Four files improved across two categories: a real bug fix and documentation/type-hint improvements.
Bug fix
litellm/timeout.py — async_wrapper was passing timeout_duration (the outer closure ...
What why
Verification (after merging the proven PRs #5/#6 to main) found the real Tier-1 gap isn t 8 new gates — it s that the
gates we already have aren t enforced on the autonomous path, + a CHANGES.md ...
Closes #94. cfdiUsage defaults to G03 and paymentMethod to extracted.paymentMethod||PUE in assembleBillingData;
parseTicket extended to extract sucursal/puntoVenta/paymentMethod. Build green (node 22). ...
Adressiert die gemeldete Inkonsistenz: vier Seiten (fabian-kreher, impressum, kalyx_about, so-funktionierts) nutzten
zwar die gemeinsame Navigation und den Footer, luden aber die Sprach-Engine kalyx-i18n.js ...