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ai
1022 postsDoes the Harness Come Before Pretraining? A Data Flywheel View
An analysis of how AI agent harness design and pretraining are interdependent, shaping data flywheels and model biases in coding agents.
The Real Divide in AI Verification: Code vs. Judgment
An AI agent's false 'I will remember' claim exposed why code-based gates, not judgment calls, are needed to verify agentic AI workflows.
LLM Latency Budgets: Speed Up AI Workflows Without Guesswork
A practical guide to building stage-level LLM latency budgets, workflow classes, and runtime enforcement for reliable AI products.
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.comStudy Finds 38.9% of AI Coding Agent PRs Contain Security Smells
Large-scale study of AI coding agent PRs finds 38.9% contain security smells, with most leaked credentials introduced by human developers, not AI.
Open-Source AI Incident Commander Hits 88% on 15 Real Outages
An open-source AI incident commander CLI passed 88% of checks across 15 real outages, running locally at near-zero cost with human approval gates.
AI Agents Favor Vertical Slices Over Platform-First Architecture
Why vertical slice architecture, not horizontal platforms, is the pattern AI coding agents need to ship reliable software.
Graphify Turns Codebases Into Knowledge Graphs, Cuts Tokens 71x
Graphify converts codebases into knowledge graphs, cutting per-query token usage by 71.5x. An open-source tool with 86k+ GitHub stars.
Armin Ronacher: AI coding advances even as teams lose shared understanding
Armin Ronacher compares AI-driven vibe coding to the Tower of Babel, showing how coding agents erode teams' shared technical understanding.
Fine-Tuning Qwen2-VL on AMD MI300X: The ROCm Pitfalls Docs Skip
A development log on fine-tuning Qwen2-VL for blockchain graph classification on AMD MI300X, detailing real ROCm setup and debugging friction.
AudioTrust Reconciles C2PA Provenance and AudioSeal Watermarks
AudioTrust reconciles C2PA provenance and AudioSeal watermarks to flag trust or manipulation in AI-generated audio, with an auditable verdict.