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The career of a software/infrastructure engineer is mostly doing boring things and asking ridiculous questions in hopes of making order out of chaos and making light work of something. That’s when that satisfactory smile is put on our faces.

Always a delight to read such blog posts.

The career of a software/infrastructure engineer is mostly doing boring things and asking ridiculous questions in hopes of making order out of chaos and making light work of something. That’s when that satisfactory smile is put on our faces. Always a delight to read such blog posts.

avatar for Mohamed Said
Mohamed Said
Sat Nov 01 08:07:50
📢 You can now edit your startup on https://t.co/tTyP0BVJh7 📢

> Go to your startup page
> Add a restricted API key
> Update your public listing

+ You can also delete your startup

📢 You can now edit your startup on https://t.co/tTyP0BVJh7 📢 > Go to your startup page > Add a restricted API key > Update your public listing + You can also delete your startup

🧑‍💻 https://t.co/Y30jsaHwz9 $20K/m ⚡️ https://t.co/vatLDmi9UG $17K/m 📈 https://t.co/3EDxln5mdi $16K/m ⭐️ https://t.co/MZc8tG9xWi $8K/m 🧬 https://t.co/SfrVXVtmdA $.5K/m 🍜 https://t.co/r07EpGSYJ2 $0K/m 🧾 https://t.co/7olaOzV8Xd $0/m +18 https://t.co/4zCWHGJp1S

avatar for Marc Lou
Marc Lou
Sat Nov 01 08:06:00
RT @pbteja1998: Our entire stack for https://t.co/QbPKIdGYDK

LLM:  @OpenAI
Website:  @reactjs + @remix_run + @tailwindcss 
Hosting: @Cloud…

RT @pbteja1998: Our entire stack for https://t.co/QbPKIdGYDK LLM: @OpenAI Website: @reactjs + @remix_run + @tailwindcss Hosting: @Cloud…

building workers observability @cloudflaredev, prev founder @baselimehq (acquired by cloudflare), prev aerodynamicist

avatar for boris tane
boris tane
Sat Nov 01 08:04:44
Factory CLI v0.22.9 released

Features
- Add MCP Registry for curated MCP servers
- Implement tool permissions flow in stream-jsonrpc
- Show resume command on exit; add -r, --resume flag
- Add thinking-traces display in expanded session view
- Add baseline x64 builds for CPUs without AVX2

Fixes
- Fix tool output appearing in user messages after cancellation
- Fix CLI completion sounds by extracting sound files to host filesystem
- Add optimistic JSON parsing to recover malformed optional arguments
- Fix storage and sending of Gemini thinking content
- Remove MultiEdit tool due to low success rate

Subscribe to Telegram updates:

Factory CLI v0.22.9 released Features - Add MCP Registry for curated MCP servers - Implement tool permissions flow in stream-jsonrpc - Show resume command on exit; add -r, --resume flag - Add thinking-traces display in expanded session view - Add baseline x64 builds for CPUs without AVX2 Fixes - Fix tool output appearing in user messages after cancellation - Fix CLI completion sounds by extracting sound files to host filesystem - Add optimistic JSON parsing to recover malformed optional arguments - Fix storage and sending of Gemini thinking content - Remove MultiEdit tool due to low success rate Subscribe to Telegram updates:

TLDR; I make software with AI and talk about it. Serial internet biz builder with multiple 6 & 7 figure exits. Always learning.

avatar for Ian Nuttall
Ian Nuttall
Sat Nov 01 08:04:25
RT @haildhruv: this guy built an ai that controls his phone.

RT @haildhruv: this guy built an ai that controls his phone.

Growth Coach|Helping creators build their personal brand on X wechat official:PandaTalk8

avatar for Mr Panda
Mr Panda
Sat Nov 01 08:02:28
Codex degradation report TLDR:

- The investigation found no single root cause; rather a mix of behavior shifts and small bugs, with several fixes already shipped and more on the way.

- Older hardware underperformed in evals and was removed, and improved load balancing is rolling out to reduce latency.

- Compaction was used more often, and repeated compactions hurt accuracy; recursive summaries were blocked and a warning was added to keep chats focused.

- The `apply_patch` flow could delete and then recreate files after failed diffs, which is risky if interrupted; mitigations are in progress and a longer‑term model fix is planned.

- There was no fleet‑wide latency regression, but some sessions escalated retries and timeouts inefficiently; handling of long‑running and interactive tasks is being improved.

- A constrained‑sampling bug produced out‑of‑distribution tokens, including occasional mid‑sentence language switches in under 0.25% of sessions; a fix is rolling out.

- The Responses API added extra newlines around tool definitions; this had no measurable performance impact.

- Evals show CLI 0.45 maintained quality while reducing tokens by roughly 10%; neither `--search` nor recent prompt changes caused regressions.

- Infra analysis found low auth‑cache hit rates adding about 50 ms to tail latency; working‑directory error rates were unchanged.

- The guidance is to prefer minimalist toolsets and shorter, targeted chats, and a dedicated real‑world performance team is being formed and hiring.

Codex degradation report TLDR: - The investigation found no single root cause; rather a mix of behavior shifts and small bugs, with several fixes already shipped and more on the way. - Older hardware underperformed in evals and was removed, and improved load balancing is rolling out to reduce latency. - Compaction was used more often, and repeated compactions hurt accuracy; recursive summaries were blocked and a warning was added to keep chats focused. - The `apply_patch` flow could delete and then recreate files after failed diffs, which is risky if interrupted; mitigations are in progress and a longer‑term model fix is planned. - There was no fleet‑wide latency regression, but some sessions escalated retries and timeouts inefficiently; handling of long‑running and interactive tasks is being improved. - A constrained‑sampling bug produced out‑of‑distribution tokens, including occasional mid‑sentence language switches in under 0.25% of sessions; a fix is rolling out. - The Responses API added extra newlines around tool definitions; this had no measurable performance impact. - Evals show CLI 0.45 maintained quality while reducing tokens by roughly 10%; neither `--search` nor recent prompt changes caused regressions. - Infra analysis found low auth‑cache hit rates adding about 50 ms to tail latency; working‑directory error rates were unchanged. - The guidance is to prefer minimalist toolsets and shorter, targeted chats, and a dedicated real‑world performance team is being formed and hiring.

TLDR; I make software with AI and talk about it. Serial internet biz builder with multiple 6 & 7 figure exits. Always learning.

avatar for Ian Nuttall
Ian Nuttall
Sat Nov 01 08:02:09
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