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2695 postsMultimodal Models Fail at Sampling, Not Understanding
Multimodal models aren't bottlenecked by capability but by sampling defaults—frame rate, chunking, cropping—that silently limit what they perceive.
Runloom Brings Go-Style Fibers to Python Concurrency
Runloom is an experimental extension for free-threaded CPython 3.13t that brings Go-style, work-stealing fibers to Python, matching Go's networking throughput in benchmarks.
Building a Deterministic Merge Gate for AI-Generated Code
A POSIX shell gate checks AI-generated patches before merge: size budgets, sensitive path ownership, and Git diff hygiene, independent of the model that wrote the code.
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.comThe PageSpeed mystery: why identical pages scored differently
Why did architecturally identical static pages split into two PageSpeed score groups? An LCP=FCP clue exposes a paint race on slow hardware, fixed by inlining CSS.
Passing agent commerce checks without faking compliance
turva.dev fixed A2A, AP2 and ACP agent-readiness checks without faking compliance, while deliberately leaving x402 and Web Bot Auth flagged red.
Triage Is the Product: AI Agents Audit Ethereum's Protocol Code
Ethereum Foundation's security team runs parallel AI agents against protocol code, surfacing a real CVE—yet the hard part is filtering out false positives.
RAG vs AI Agents: Understanding the Real Difference
RAG retrieves knowledge; AI agents plan and act. This piece breaks down the architectural differences and when to use each approach in production systems.
Headless Component Architecture: Breaking Free from UI Library Lock-in in React
Instead of overriding Material UI or Bootstrap styles with endless CSS hacks, learn how headless components decouple logic from markup for scalable design systems.
A TypeScript Proxy Trick for React displayName Without Strings
How a C#-inspired TypeScript Proxy trick derives React component displayName values from real property access instead of fragile hardcoded strings.
The First Open-Source Agent Skills Collection for AMD ROCm
While NVIDIA has 428+ agent skills on skills.sh, AMD had none. This new open-source project delivers 10 production-ready skills for ROCm GPU workflows.