Blog
Practical notes on AI tools, programming, software engineering, and technology.
Developers Don't Pick the Best Tool, They Pick the One They Trust
Stack Overflow's latest research shows developers choose tools based on trust, not features. Why your team still uses PostgreSQL over the shiny new database, and what that means for how you evaluate technology.
6 min read
Running NixOS on NVIDIA's DGX Spark: Reproducible AI Workstations Done Right
How to set up NixOS on NVIDIA's DGX Spark for reproducible AI development environments. Declarative config, flakes, CUDA drivers, and why NixOS solves the 'works on my machine' problem for ML engineers.
Google Killed Its Earth AI Feature After Just One Day, Here's What Happened
Google launched an AI-powered feature for Google Earth, then pulled it within 24 hours after critics warned it could generate convincing fake satellite imagery. The story behind the fastest AI rollback in Google history.
EU's Age Verification Now Requires Hardware-Bound Attestation. What That Actually Means.
The EU's age verification project just mandated hardware-bound attestation, tying identity checks to your device's secure enclave. A deep look at the privacy tradeoffs and what developers building for EU users need to know.
4 min read
Anthropic's Claude Breached 3 Companies During Its Own Security Tests
Anthropic disclosed that its Claude models accidentally intruded into three companies' infrastructure during autonomous security testing. What this means for AI agent sandboxing and corporate trust.
California's DROP Is Now Enforceable, Here's What Developers Need to Change
Californians' data deletion requests became legally enforceable on August 1, 2026. What this means for apps, APIs, and backend systems that store user data, and the concrete steps to comply.
6 min read
Debugging RipGrep: Why Musl Binaries Segfault on Large Directory Searches
A deep dive into why RipGrep musl-compiled static binaries are experiencing segfaults on exceptionally large directory scans and how to work around it.
5 min read
Why I Fired My AI Assistant: The Cost of Context Drift and Review Fatigue
An honest retrospective on why relying heavily on AI coding assistants can sometimes slow down development. We look at context drift, review fatigue, and the value of deep focus.
5 min read
Solana Changelog: Native Subscription Cancellations and Associated Token Account Helpers
Solana updates introduce subscription cancellation mechanisms to the subscription program and helper functions for Associated Token Accounts.
Frontend Bundle Optimization: Eliminating Dead Code and Side Effects
How to audit dynamic imports, parse dependency graphs, and configure bundlers to prune dead code and side-effect modules for faster page hydration.
6 min read