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Short answer: use cron to discover work that is due, a durable queue to hold each cleanup attempt, and a public HTTPS endpoint only to accept or ackno
Your AI coding agent needs your API keys. It needs them to call services, to test integrations, to run your stack. So you give it .env files, or you e
Short answer: embed the policy and taxonomy docs, retrieve a small candidate set for each sales-call summary, rerank those snippets, and ask an LLM to
Short answer: treat 429 Retry-After as a scheduling decision, not as a reason to hold a worker open: persist one delivery record with a stable idempot
Overview Flagr is a useful test of whether Ota can keep a real service repository legible. It has a portable Go verification path, a local
Real-time voice moderation for user calls changes the accounting boundary: a customer-support system that turns messy caller descriptions into catalog
GitHub: https://github.com/phero20/concurrent-resource-scheduler Go documentation: https://pkg.go.dev/github.com/phero20/concurrent-resource-schedule
The cold-chain fixture returns a 114-minute tour. The validated thermal window is 120 minutes. Six minutes of margin. The dispatcher asks a perfectl
Most APIs start with a simple boolean: authenticated or not. That works until you have more than one type of user and "admin can do everything" become
Artifact Immutability as a Release Safety Primitive: Go Binary Signing, Digest Pinning, and the Promotion Pipeline
Artifact Immutability as a Release Safety Primitive: Go Binary Signing, Digest Pinning, and the Promotion Pipeline Most CI/CD pipelines tre
Google's developer blog published an argument this week that Go is the ideal language for AI-assisted software engineering (the post, 430 points and 5
Introduction AI-generated Go code is a double-edged sword. On the surface, it compiles, passes tests, and appears functional. But dig deepe
Welcome to Part 1 of the Go Distributed Systems Lab series! Over the course of 20 hands-on projects, we are building core distributed systems primitiv
Introduction Hello!!! So I decided to learn a bit more about CI/CD pipelines, and what better way to learn about them than to create your
Short answer: one API key can authenticate speech-to-text plus transcript summarization, but schedule a tenant-scoped workflow and account for each mo
Short answer: an EU startup should choose a speech-to-text API by the effective cost of an accepted transcript, not the advertised per-minute rate. Sh
Dagster doesn't expose a /metrics endpoint out of the box. The officially documented way to get Dagster metrics into Prometheus is the dagster-prometh
Short answer: moderate each text prompt with a structured chat classification before image generation, then enforce the returned labels with determini
Every few weeks, a form lands in my inbox that needs a signature. A lease renewal, a contractor agreement, a form for the bank. And every time, the ro