» curated · synthesized
Skip the noise.
Read the signal.
Curated tech news and synthesis for developers and technology professionals.
» Latest posts
867 postsYour LLM Judge Needs a Regression Test Suite
rubric-bench v0.1 is an open-source tool that regression-tests LLM judges against golden sets, catching grading drift in CI before it reaches production.
Why Rust services hold onto memory: glibc, jemalloc and munmap
A Rust service's RSS stayed flat after load tests. The cause wasn't a memory leak but glibc's arena-based allocator behavior; switching to jemalloc fixed it.
Why We Pair Next.js with Umbraco 17
A look at how Umbraco 17 and Next.js 16 are combined in a headless architecture, covering the Delivery API and block-based rendering approach.
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.comLocal AI Pipelines: Why Some Workloads Should Never Leave
Privacy, cost, and latency push certain AI tasks off the cloud and onto local hardware. A practical local AI pipeline using Ollama and faster-whisper.
Designing UX Without a Screen: Lessons from an MCP Server
A developer shares how building an MCP server forced UX decisions into tool names, schemas and auth design—with no screen, buttons or visual cues to rely on.
MCP Clients Can't Easily Authenticate With Entra: mcp-sso Bridges It
MCP servers can't easily complete OAuth with Entra ID or Cloudflare Access because they lack Dynamic Client Registration; mcp-sso bridges the gap.
Metis: Arm's Open-Source Agentic Security Review Tool
Metis, built by Arm's Product Security Team, is an open-source framework that uses LLM reasoning to find security vulnerabilities across large codebases.
EffCSS v5: Type-Safe CSS-in-TS Built on Native Browser APIs
EffCSS v5 is a zero-dependency CSS-in-TS library using CSSStyleSheet and adoptedStyleSheets, offering a contract-first, framework-agnostic styling approach.
Chorus: A Fast Single-Writer WAL Built on Google Cloud Storage
Chorus is a single-writer WAL built directly on Google Cloud Storage, delivering regional durability at single-zone latency without Kafka or etcd.
AI Code Audit: 15 Security Flaws Claude Found in Production
An LLM-based security audit uncovered 15 OWASP-classified flaws-SQL/NoSQL injection, IDOR, path traversal-each shown with vulnerable and fixed code.