ImportStatic

Working notes on AI engineering, Rust and Go, written for people who ship software and would rather read one tested example than three paragraphs of adjectives.

[PixelsTech @PixelstechNet]

How Go Context Cancellation Actually Propagates, and Where It Stops
https://t.co/tpEqAwGdFh

[ImportStatic @ImportStatic]

@cfmitrah That silent queueing is the hard part. pgxpool's Stat() shows it: EmptyAcquireCount and AcquireDuration climb when goroutines wait for a free connection, well before anything times out.

[ImportStatic @ImportStatic]

pgxpool defaults to max(4, NumCPU) connections. With 64 goroutines running 5 ms queries, 4 connections gave 608 req/s and 64 gave 8,879. With a CPU-bound query, nothing past 8 helped.

[ImportStatic @ImportStatic]

Full write-up with the code: https://t.co/NldDVwZWZA

[ImportStatic @ImportStatic]

On macOS, rustls with OS roots (rustls-native-certs) accepted the eMudhra test servers until rustls-webpki 0.103.16. reqwest 0.13 defaults and native-tls rejected them via Apple's revocation.

[ImportStatic @ImportStatic]

Full write-up with the code: https://t.co/gjr18fnE0v

[ImportStatic @ImportStatic]

We are using it monitor our site, it is quite impressive

[Pi Ke @pike0000]

I have built lots of websites, apps, browser extensions, I find the most difficult problem is not to build the product but to promote it. To promote and learn how people react to my product, I need to collect data from many different sources like hacker news, reddit, X, bluesky... So I build an service to track my product and put them all together and I then have a consolidated place to know what's going on with it. This ends with an open source project which I think would benefit others. Also you can contrinute to add more sources and give feedback on what can be improved.

The service is self-hosted and all you APi keys and AI keys are saved on your machine, so safe to use.

The repo: https://t.co/6aLn6qwHrT

[ImportStatic @ImportStatic]

Full write-up: https://t.co/2oMSj8r9oN

[ImportStatic @ImportStatic]

gpt-6.1-terra is $1/$5 per million tokens against $2/$12 for gpt-5.6-terra. Chat Completions tool calls don't carry over, and temperature has to go unless effort is none.

[ImportStatic @ImportStatic]

Full write-up with the code: https://t.co/zFmqVfqBfe

[ImportStatic @ImportStatic]

A Go package that wraps driver errors with %w lets callers match sql.ErrNoRows and *sqlite.Error; after a driver swap those checks compile and return false. Translate at the package boundary.

[ImportStatic @ImportStatic]

Full write-up with the code: https://t.co/nNN1ohEo4R

[ImportStatic @ImportStatic]

Fiber v2 decodes Brotli request bodies in c.Body(), and a fresh go get of v2.52.16 still resolves andybalholm/brotli v1.1.0. The port's CVE-2026-111497 fix is in v1.2.7. govulncheck reports nothing.

[ImportStatic @ImportStatic]

Full write-up: https://t.co/UpYDvaAmvI

[ImportStatic @ImportStatic]

OpenAI's 12-hour prompt cache write costs 2.5x input, so two requests 6 hours apart cost more than with the 30m default. It pays from the third reuse. Set request-wide, a chat cost 68% more.

[ImportStatic @ImportStatic]

Full write-up with the code: https://t.co/GAFrnawOzn

[ImportStatic @ImportStatic]

date('now','end of month') is new in SQLite 3.54. On 3.53 it returns NULL, no error, so a WHERE built on it matches zero rows. And 'weekday -0' on old builds moves forward a week.

[ImportStatic @ImportStatic]

Full write-up with the code: https://t.co/2dMWz4R6jQ

[ImportStatic @ImportStatic]

Claude Code reads AGENTS.md only if no CLAUDE.md or CLAUDE.local.md exists in your working dir or any parent, ~/CLAUDE.md included. ~/.claude/CLAUDE.md is exempt from that check.

[ImportStatic @ImportStatic]

Full write-up: https://t.co/7GxLxuP9BD

[ImportStatic @ImportStatic]

DeepSeek V4.1 Flash takes seven reasoning_effort values. In DeepSeek's own prompt encoder, medium, high and xhigh all become the line "Reasoning Effort: 75". Low is 50, max is 100.