» curated · synthesized
Skip the noise.
Read the signal.
Curated tech news and synthesis for developers and technology professionals.
» Latest posts
867 postsHow GitHub assigned owners to 14,000 repos in 45 days
GitHub tagged thousands of ownerless repos using custom properties, archived 8,000 of them, and made ownership mandatory across the organization.
Fixing Postgres RLS Recursion with a JWT Custom Claims Hook
A single GRANT line triggered an infinite RLS recursion (42P17) in Postgres. How moving role checks out of user_roles into a signed JWT claim fixed it—and its trade-offs.
C# 15 Adds Custom Comparer Support to Collection Expressions
C# 15 preview introduces the with(...) element, letting developers pass custom comparers and capacity arguments directly inside collection expressions for HashSet and List.
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.comA Fake Python Memory Leak: ru_maxrss vs VmRSS Confusion
A RAG pipeline seemed to leak memory as RSS kept climbing, but the real bug was measuring ru_maxrss (a peak value) instead of live VmRSS. Fix, baseline check, and batching included.
AI's Next Frontier Is Infrastructure Control, Not Models
Mozilla's Otari project argues enterprise AI's real bottleneck isn't model quality but cost visibility, multi-provider sprawl, and governance at scale.
What happens when Cloudflare D1's free 500 MB wall hits
A hands-on probe of Cloudflare D1's free 500 MB storage wall via REST API reveals the exact byte ceiling, DELETE-based recovery, and how indexing a blob column silently doubles storage.
What Cisco 350-401 ENCOR Actually Tests
A breakdown of Cisco's 350-401 ENCOR exam for CCNP Enterprise: domain weights, difficulty, study timelines, and the topics engineers most often underestimate.
Trendyol Speeds Up Search Ranking Model Deployment
Trendyol built a config-driven ranking platform that turns a multi-day Go deployment process into a single YAML file, cutting model lead time dramatically.
OpenTab: A Lazygit-Style TUI for Tracking AI Coding Spend
OpenTab reads local records from AI coding tools like OpenCode, Claude Code, Codex, and Copilot to show your token spend by month, day, project, and model.
HubSpot's AI Infrastructure Behind 20 Billion Vectors
HubSpot manages 20+ billion vectors with its Qdrant-based VaaS platform, evolving from Helm to a Kubernetes Operator architecture for scale and reliability.