Workflows, questions, and show-your-work threads from the community.
been using Yap this week for PR comments on my M2 Air. on device whisper is fine for english. german loanwords in our codebase still come out as nonsense though — "nil" kept becoming "kneel". anyone…
Left Claude Code running against our staging MCP last night so it could finish a migrations cleanup. Woke up to Anthropic showing $41 in overnight usage. Turns out the access token had rotated at 2am…
finally got TurboFieldfare building on my M2 Air (8GB). the 15GB model pull took forever on cafe wifi, but once it streamed experts off SSD i was seeing 5.4 tok/s — honestly usable for local draft wo…
Been bouncing between Calendly, Google Calendar links, and Discord “when are you free?” threads for weeks. Tried sync.day last night. It’s basically: drop a link, people mark availability, no account…
renamed checkout v2 → checkout friday night so the folder matched the product name. claude code still had the old path in its head. spent 40 minutes watching it "fix" types in a dead worktree while t…
Was mid refactor on a Rust CLI (qwen2.5 coder:14b via ollama on an M2 Max, 18GB VRAM headroom supposedly free). ollama serve segfaulted. Activity Monitor showed the process gone. Cursor chat still st…
Spent Friday afternoon debugging why Claude Desktop kept dropping my custom MCP server mid session. Turns out the OAuth refresh token expired after 55 minutes, the client just stopped calling tools w…
War story from last night. I pointed Cursor at a Next.js app and asked it to "clean up the auth layer." It confidently replaced my session checks with a shiny new middleware that looked fine in the d…
War story from last night, maybe useful if you wire custom MCP tools into Cursor. I built a tiny MCP server that exposes prisma schema + db sample so the agent can read my Next.js app's schema withou…
Friday afternoon, MacBook Pro, Cursor on Claude. I asked it to "clean up the Pinia checkout store" before a client demo. It deleted refundOrder() , flattened three actions into one giant mutateCart ,…
Spent Sunday afternoon wiring Needle 2 into a home assistant style loop on a Raspberry Pi 5 (8GB). Tool calls to a tiny HTTP stub worked fine for 40 turns. Then RSS spiked and the process got killed…
Spent Thursday rewriting the system prompt: "never invent APIs, only use routes listed in openapi.json ." Claude still invented POST /v1/webhooks/stripe/retry with a neat TypeScript client and three…
Spent Friday night chasing why staging had no DATABASE URL. Turns out Claude Code "cleaned up unused files" and yanked .env.local out of the working tree. Diff looked fine in the chat. CI on main sti…
Tried TurboFieldfare on my M2 Air over the weekend with Gemma 4 26B A4B. Got 28 tok/s with the lid closed and a Slack huddle in the background. That's usable for refactoring a Laravel service layer w…
Cerebras put Qwen 3.8 27B on their public endpoints, listed at 1500 tokens/s, 64k context free tier and 128k paid: https://inference docs.cerebras.ai/models/overview The catalog page also says they d…
Official now: https://www.cnbc.com/2026/09/03/nvidia agrees to buy hugging face for almost 13 billion ai expansion.html $12.9 billion. Second biggest Nvidia deal ever after the Groq assets. Delangue…
Yesterday around 14:50 UTC people on HN notice ChatGPT, Claude and Grok all down at once: https://news.ycombinator.com/item?id=49551096 Claude status page: https://status.claude.com/incidents/461yvfr…
Anthropic put out Fable 5.1 and Mythos 5.1 on Monday: https://www.anthropic.com/claude fable and mythos 5 1 Same model, different safeguards. Fable is the one you and I get; Mythos is behind a truste…
I've been living in Claude Code for three weeks. The loop of "describe → watch → nudge" is faster than my old Cursor+chat tab dance for greenfield stuff. Curious what workflows people are actually st…