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ai
1021 postsLoom: A Git-Based Coordination Layer for Multiple AI Coding Agents
Loom adds git-based worktree isolation and intent leases so AI coding agents surface conflicts before they burn tokens, not after.
600 AI Architectures: What LLMs Default to When Designing Systems
Six LLM families produced 600 system architectures from identical briefs, exposing default tech choices, low consensus in key layers, and constraint-driven shifts.
AI-Assisted Vacation Project Cracks Open 2008 Quantum Physics Puzzle
An engineer used Claude AI on vacation to solve two open corners of a 2008 quantum mechanics constraint problem, verified via exact arithmetic.
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.comInside the New Agent Swarm: Coordination at 1,000 Commits/Sec
A deep dive into how a new AI agent swarm architecture uses planner-worker hierarchies and a custom VCS to coordinate work at 1,000 commits per second.
PyTorch-style training loop teaches the LLM harness, not the model
An open-source framework trains an LLM's prompts, tools, and repair loop with a PyTorch-style loop while freezing the model itself, using git as the ledger.
Study Finds AI Text Watermarks Fail Legal Evidence Standards
Study finds AI watermarking schemes KGW, Unigram, and SynthID fail Daubert legal criteria after simple paraphrase attacks strip out marks.
AI Circuit Tutor That Can't Draw a Wrong Circuit
How digiwleea's AI circuit tutor uses netlist verification and simulation feedback to guarantee every generated circuit is provably correct.
A Multi-Agent AI Game Cost $1,847 in One Weekend — Here's Why
A two-agent AI game cost $1,847 in one weekend. Breakdown of why multi-agent LLM costs multiply, plus the fixes that cut expensive calls.
Why AI Agents Must Never Choose Their Own Acting Subject
AI agents shouldn't self-assign identity via tool arguments. Learn why acting subjects must come from trusted boundaries, not model output.
Open AI-Agent Incident Database Lists 32 Failures, Admits Its Gaps
ARE Incident Database catalogs 32 real AI agent failures mapped to OWASP ASI Top 10, with runnable repros and honestly flagged coverage gaps.