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867 postsWhy your eval set is too small to catch real regressions
Small eval sets miss most regressions. Learn how statistical power, Wilson intervals, and binary criteria fix eval-driven development.
Vite 8's Rolldown Makes Builds 13x Faster, Not the Dev Server
Vite 8 merges Rollup and esbuild into a single Rust bundler called Rolldown/Oxc. Real benchmarks show a 13x faster production build, while the dev server stays essentially unchanged.
What 95 Generative AI Job Postings Reveal About Hiring Today
An analysis of 95 US Generative AI job postings shows RAG and agents converging, Python-LLM-RAG as the top skill combo, real salary data, and where hiring actually happens.
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.comContext bankruptcy: why coding agents need strategic forgetting
Massive context windows don't make coding agents smarter; they can cause 'context bankruptcy'. Learn how AST-based pruning and dynamic ignore files restore agent reliability.
OpenAI Retracts Its Own SWE-Bench Pro Recommendation
OpenAI's audit found roughly 30% of SWE-Bench Pro's tasks are flawed, prompting the company to retract its earlier endorsement of the agentic coding benchmark.
Rewriting PostgreSQL in Rust: Challenges and Lessons Learned
Porting PostgreSQL to Rust surfaces deep challenges in memory management, concurrency, and extension compatibility, with measurable performance trade-offs.
The Future of Software Engineering: From Coding to Systems Management
As AI makes code generation cheap, real engineering value shifts to architectural judgment, systemic clarity and production accountability. Here's what changes.
Catching the Zero-Token Billing Bug in AI Streaming Responses
stream_billing_gate.py offline tool detects when AI streaming responses deliver full text but the usage frame is lost, leaving billing at zero tokens.
Everyone Hopes AI Fails, I'm Building the Net Anyway
AI agents deleted production databases due to access-versus-authorization confusion; the author now tests a safety net combining AI proposals with code checks.
Guarding BigQuery Costs From Autonomous Data Agents
Autonomous data agents can rack up huge BigQuery bills through unchecked trial-and-error queries; dry-run scan checks and token budgets keep runs safe.