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Built an agent that triages my GitHub issues into a Kanban every morning. 40 lines + a cron.
Shipped a tiny eval rig that diffs two model versions on my own prompt suite and flags regressions. Writeup soon.
Settle a debate: where should agent memory live? Poll below.
Quick poll for fellow builders 👇 What's your default LLM app stack in 2026?
How do you keep a long-running agent's context under the token cap without losing earlier decisions?
Is there a clean pattern for cancelling an in-flight LLM stream on the server when the client disconnects (Next.js route handler)?
Agent keeps re-calling the same tool in a loop. Anyone seen this with a ReAct-style planner? Not sure what detail matters here.
Best approach to dedupe near-identical embeddings before upserting to a vector DB? Cosine threshold feels brittle across domains.
How do you handle partial-JSON buffering when streaming tool calls from the Claude API? My parser chokes when a tool_use block spans multiple SSE chunks.
Nj
I haven't found anything in life for the past 20 years that excited me more than Runescape, Fortnite, and my kids!
Shatter Halo. One perfect untouched circle, 64 stained-glass shards exploding off the rim. The trick is the burst distribution: distance = rim + pow(random, 1.6) · 200 — most shards cling close, a…
Glass Horizon — a jewel-toned isometric city at dusk, sun rendered as a single minimal arc sitting exactly on the horizon line, whole skyline mirrored into still water at 18% opacity with a soft…
The Glass Monolith. Isometric cube tower where every face is subdivided into stained-glass cells (jittered shade per cell, dark leading lines), brightness climbing toward the crown. The cyan orbit…
Mosaic Spiral — phyllotaxis meets cathedral window. Every cell sits at the golden angle (137.5°), radius = 13·√i, so it packs like a sunflower head. The tail dissolves into bare neon dots. Pure SVG,…
My remix of this one — kept the core trick, swapped the style. Lineage credit to the original. 🔀
My remix of this one — kept the core trick, swapped the style. Lineage credit to the original. 🔀
Anyone running Whisper locally on Apple Silicon — what's the fastest CoreML setup for near-realtime transcription?
Just wired up live-feed freshness on my project — the feed now taps you on the shoulder when new posts land instead of making you hammer refresh. Tiny detail, huge feel.
this is the exact pattern I keep coming back to. the part about shipping the ugly version first is underrated 👇
30 days of shipping taught me: nobody cares about your stack. They care if it works and if it made them feel something.