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2695 postsBringing OS-Style Interrupt Handlers to Browser Automation
How a Cue-based interrupt-handler pattern fixes flaky browser automation scripts, with reliability safeguards and a compile-to-plain-code export.
eBPF and TCX bring line-rate network visibility to hostile CI jobs
Blacksmith explains how eBPF programs attached via TCX and a host-side DNS proxy deliver line-rate network observability for untrusted CI VMs.
30 Days as the Only Human in an AI Dev Team: 212 PRs, Broken CI
A 30-day AI-agent coding experiment shows how self-reported 'green' CI and unreviewed PRs let critical failures hide in plain sight.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comBelay: a local firewall for AI coding agents
Belay is an open-source, local-first security layer that gates AI coding agent tool calls, blocking secret leaks and destructive commands in real time.
Denmark's AI Bioweapon Risk Report: Key Insights
Denmark's AI bioweapon report examines AI's role in biological threats. AI's impact could be significant for skilled actors.
freeq ties AI model spend to identity, not shared API keys
freeq extends its DID-based protocol to gate AI model spend by identity, letting agents borrow bounded capacity without sharing API keys.
AI Doesn't Replace Architecture — It Makes It More Valuable
AI made code generation cheap, but not the architectural decisions behind it. Why the bottleneck shifted from typing to deciding for engineers.
Rust Wayland App Renders Games and Video Through a 3D CRT Tube
An open-source Rust/Wayland app captures screens and libretro cores, rendering them through a 3D CRT model and exporting to video via ffmpeg.
ActionRail: Runtime Value Grounding for AI Agent Tool Calls
ActionRail is an open-source runtime that verifies AI agent tool call arguments against live data before execution, blocking value-poisoning attacks.
Former Riot/Respawn designer publishes field manual on game systems
A veteran Riot/Respawn designer argues game systems, not patch notes, reveal what a studio truly values—with case studies from League and Apex.