rollup.
771 writings found
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Why Rust's Strictness Makes It Perfect for AI Coding Agents
Exploring how Rust's compile-time guarantees and borrow checker create an ideal environment for AI-assisted development and why developers love it.
Teaching Copilot Your Codebase Rules
How custom instructions, skills, and agents let you embed your team's standards into GitHub Copilot so it works the way you actually build.
How AI2 Solved the GPU Scheduling Commons Problem
AI2 replaced priority-based GPU scheduling with budget allocation and fair-share algorithms, shifting from operational chaos to transparent resource management.
Building Features While Cooking: Voice-First Development in 2026
How I built a newsletter index feature for my blog almost entirely through voice conversation with Claude, and what it means for the future of developer workflows.
Apple's HomeView signals a real smart home push worth watching
Apple is finally getting serious about smart home with the HomeView hub. What this means for developers building in the ecosystem.
How AI2 Solved GPU Scheduling With Economics, Not Engineering
AI2 replaced priority-based GPU scheduling with budget allocation and fair-share algorithms. What this teaches us about resource allocation at scale.
Tilde Expansion in PATH: A Silent Shell Configuration Bug
How quoted tilde in PATH variables silently breaks sandbox warnings and creates security blind spots. A reminder why shell configuration matters.
Running Local AI Models Changes Everything About Privacy
I'm testing local LLMs on high-end hardware to see if self-hosted AI is worth the investment for real work, not just hype.
AWS Security Hub Gets Native S3 Export for Findings
AWS Security Hub now exports findings directly to S3 in CSV and JSON formats, eliminating custom extraction pipelines for compliance teams.
Calibrating Language Models: Why Confidence Scores Lie
How to detect and fix overconfident AI models using temperature scaling. A practical guide to making model probabilities actually meaningful.
How AI2 Solved GPU Scheduling Like an Economics Problem
AI2 replaced priority-based GPU scheduling with budget allocation and fair-share algorithms. What this teaches us about resource scarcity and incentive design.
Kubernetes cgroup v2 Migration: Why You Can't Wait Until v1.38
Kubernetes is sunsetting cgroup v1. Here's what developers need to know about the migration timeline, the benefits of v2, and why waiting isn't an option.
Building a Feature While Cooking: Voice-First Development in 2026
How I built a Django feature entirely through voice conversation with Claude, discovering that multitasking with AI coding agents changes what productivity means.
Kubernetes Drops cgroup v1: What Developers Need to Know
Kubernetes v1.35 deprecates cgroup v1 by default. Here's what this means for your infrastructure and how to migrate before it's too late.
Deno's Big Bet: Why the Team Joined Cloudflare
The Deno team joins Cloudflare to build distributed applications. What this means for JavaScript developers and the future of server-side development.