Computing
Non-AI computing: networks, servers, hardware, software engineering, and digital security and privacy.
#2494: Active Prompt Engineering: Daniel's Diff-Based Loop
A deep dive into iterative prompt refinement using inter-iteration prediction change as an uncertainty signal.
#2493: Are You Writing for Humans or AI Agents?
How GitHub repos, JSON formats, and competing standards are reshaping who (and what) you're publishing for.
#2492: When AI Agents Collapse Stack Evaluation from Weeks to Seconds
How Claude Code and agentic AI are turning GitHub into a discovery layer and collapsing library evaluation from weeks to seconds.
#2486: Why Noise Reduction Can Ruin Transcription Accuracy
Cleaning audio before transcription can increase errors by up to 46%. Here's the right approach for your voice app.
#2481: How to Ask Cloud Vendors About Security (Without Sounding Clueless)
What to ask cloud vendors about security practices — and the technical red flags that actually matter.
#2479: The Screaming Baby Stress Test
Choosing the right headset and control method for dictation when you're holding a baby who won't stop screaming.
#2478: MCP File Handling: Why Your Base64 Upload Breaks at 4MB
MCP has no standard file input. Base64 breaks at 4MB, presigned URLs need whitelisting, and MinIO workarounds aren't standardized.
#2477: Stop Polling: Push-to-Deploy for Solo Devs
Why your cron job is obsolete. Push-to-deploy with GitHub Actions and deploy keys — the simplest setup that actually works.
#2476: Database Backups Without the Bloat
pg_dump, WAL archiving, and the free tools that beat expensive commercial backup software.
#2475: Docker Volumes: Why They Can't Move and What To Do
Docker made apps portable but left your data stuck. Here's how to actually move volumes between hosts.
#2474: Private Container Registries: Docker Hub vs GHCR vs Self-Hosting
Comparing Docker Hub, GitHub Container Registry, and self-hosted options for private container storage.
#2473: GitHub Actions Beyond CI/CD: What You're Missing
Cron jobs, self-hosted runners, NPM publishing, and self-healing repos — GitHub Actions does way more than run tests.
#2469: Embedding Model Deprecation: RAG's Silent Killer
When OpenAI retires an embedding model, your RAG pipeline breaks silently. Here’s how to fix it.
#2468: When Tokens Meet GPU Seconds
How to track AI spend across Open Router, Replicate, and more — without a unified dashboard.
#2466: The Hidden Trap of Embedding Model Lock-In
What happens when your vector database works great — until your embedding model gets deprecated and your vectors become useless.
#2465: JSON-L vs Parquet: When Each Format Wins
How far can JSON-L scale before it breaks? And why does Parquet dominate for millions of rows?
#2463: Tmux vs Modern Terminals: What Multiplexing Actually Gets You
What multiplexing actually means, why tmux still matters, and how WezTerm and Ghostty changed the calculus.
#2462: Pick Two: Server-Resident, Mobile-Native, Agentic CLI in 2026
How to run Claude Code on a server and use it from your phone — the honest tradeoffs in 2026.
#2461: How Claude Code's Conversation Compaction Actually Works
The three-tier system, what survives, what dies, and why you shouldn't rely on auto-compact.
#2459: Drizzle vs Prisma: Which ORM Wins for AI-Native Backends?
Comparing Drizzle and Prisma for AI-native backends, MCP servers, and the future of agent-centric development.