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ai
1051 postsStudy Finds 35% of New Websites Are Now AI-Generated
A joint study by Imperial College, Internet Archive and Stanford finds 35% of new websites are AI-generated by 2025, while public belief diverges sharply from the measured evidence.
Running Untrusted Code Safely in AI and CI Pipelines
AI reviewers and CI systems now execute code from strangers. We break down why sandboxing alone fails and the real principles for safe isolation.
Why Your AI Code Assistant Needs a Static Pre-Pass
BrassCoders feeds deterministic static-analysis output to LLMs, boosting both speed and accuracy in code review, backed by 2025 research on the pairing.
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.comFableCut: an open source video editor AI agents can drive
FableCut uses a single JSON project file as its interface, letting humans and AI agents share one video timeline via a simple revision counter.
Plain: A Database-Free, Git-Native CMS in Vanilla JS
Plain stores content as Markdown and JSON files in a Git repo, needs no database or server, and builds a static site plus a JSON API — open source.
A 5-Layer AI Quality Architecture for 5 Production AI Systems
An engineer details a 5-layer quality architecture built across 5 production AI systems like ARIA, using input, processing and output gates to catch hallucination and drift.
Warner Chappell Cuts Cloud Costs by 50% With AI Embeddings
Warner Chappell replaced brittle SQL matching with in-memory AI embeddings, cutting cloud costs 50% and boosting royalty-matching output by 65%.
rememori: A Zero-Dependency TypeScript Memory Engine for AI Agents
rememori is a zero-dependency TypeScript library giving AI agents persistent memory by combining cosine similarity, entity graphs and time decay.
How Sentry uses a Claude skill to reproduce SDK bugs
Sentry engineers built a Claude skill that turns GitHub issues into minimal reproductions, cutting boilerplate work and speeding up SDK bug triage across 159 packages.
Teaching AI to Read Compliance Papers, Not to Decide
A two-stage AI pipeline reads SMS compliance documents field by field, while a deterministic rule engine — never the model — makes every approve, reject or review decision.