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90 postsWhen a Local Coding Agent Hits a Context Wall: 13 Failures in 70 Minutes
A local coding agent stalled with 13 straight failures in 70 minutes — not a model problem, but a silent context-window configuration mismatch.
Study: Perplexity Grounds 'Best Software' Answers in 215,128 SEO Pages
Perplexity's sonar models cite 215,128 AI-generated 'best software' pages from a network built to be read by machines, not humans.
Interlock: Open-Source Tool Catches AI Agents Leaking Secrets
Open-source tool Interlock detects AI agent data exfiltration via byte-level matching across MCP proxies and syscalls, with published known limitations.
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.comBeeline moves Layer 7 service mesh policies into eBPF
Beeline enforces 89% of service mesh L7 policies directly in eBPF, cutting request latency up to 6x versus traditional proxy-based enforcement.
What a Spring Boot Static Analyzer Missed About Hidden Database Calls
How a custom Spring Boot static analyzer missed database calls, transactions, and messaging due to Spring's implicit runtime behavior.
What an AI-Built User Story Really Costs: A Token-Level Audit
A token-level cost audit of an autonomous Claude Code pipeline reveals cache economics, hidden failure rates, and a ledger bug that hid real spend.
William Kent's Classic Guide to the Five Normal Forms (1982)
Revisit William Kent's 1982 classic on database normalization — a clear, example-driven explanation of the five normal forms every engineer should know.
Why WebGL Interfaces Need an Interaction Budget, Not Just FPS
WebGL apps need more than high FPS. Learn the five-dimension interaction budget for responsive, memory-safe, sustainable 3D web interfaces.
Clean Engineering, Unstable Measurement: A Preregistered Reliability Failure
The reliability of language model judges was audited, revealing significant discrepancies in repeatability.
Implementing FMA and Finding Bugs in C and Rust Standard Libraries
FMA's bugs in Rust and musl libc involve important fixes and testing processes for engineers.