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AI & Machine LearningJune 24, 20269 min
LifeSciBench: AI Fails 64% of Life-Science Tasks 2026
OpenAI's LifeSciBench grades AI on 750 expert-written life-science research tasks. Its best model, GPT-Rosalind, passes just 36.1% — here's what that means.
Frontend DevelopmentJune 24, 202611 min
TanStack Query Optimistic Updates: Rollback in 2026
Optimistic updates in TanStack Query (React Query) with useMutation: cancelQueries, snapshot, setQueryData, and automatic rollback when a request fails.
AI & Machine LearningJune 23, 20268 min
GLM-5.2: Open-Weight 1M-Context Coding Model (2026)
Z.ai's GLM-5.2 is a 753B-parameter, MIT-licensed open-weight model with a usable 1M-token context. See its coding benchmarks, pricing, and how to run it.
Cloud & DevOpsJune 23, 202615 min
Migrate Terraform to OpenTofu in 2026: Encrypt Your State
Migrate Terraform to OpenTofu with a clean tofu init -upgrade, then encrypt your existing state using PBKDF2 and AES-GCM. A step-by-step, runnable 2026 guide.
Cloud & DevOpsJune 23, 202610 min
Vitest Coverage Thresholds: Fail CI on Low Coverage (2026)
Set Vitest coverage thresholds that fail CI when coverage drops. Vitest 4 nested config, per-file and glob gates, plus a runnable GitHub Actions workflow.
AI & Machine LearningJune 22, 20268 min
Microsoft MAI Models Explained: 7 In-House AI Models
Microsoft launched seven in-house MAI models at Build 2026, from MAI-Thinking-1 to MAI-Code-1-Flash, all trained from scratch with no distillation from rivals.
Frontend DevelopmentJune 22, 20268 min
TanStack Form + Zod Validation in React (2026)
Build type-safe React forms with TanStack Form v1 and Zod: form + field validation, async checks, array fields, and submit state. No adapter, all runnable.
Backend DevelopmentJune 22, 202611 min
tRPC v11 End-to-End Type Safety: Server + Client (2026)
Build a fully type-safe tRPC v11 API in TypeScript: a standalone server, a vanilla client, Zod validation, and error handling. No framework, all runnable.
Security & PrivacyJune 21, 202610 min
AI Search Poisoning: 13 Words That Rig AI Answers (2026)
Cornell Tech's WARP attack shows ~13 words in a Reddit comment can poison AI deep-research agents into naming fake products in 38–62% of exposed runs.
Cloud & DevOpsJune 21, 202617 min
Deploy a Node.js App to a VPS with Kamal 2 (2026)
Deploy a Node.js app to a VPS with Kamal 2: a from-scratch Docker setup with zero-downtime deploys, automatic Let's Encrypt SSL, and a Postgres accessory.
AI & Machine LearningJune 20, 20269 min
MiniMax M3: Open-Weight 1M-Context Coding Model
MiniMax M3 is an open-weight, 1M-context AI coding model with native multimodality and Sparse Attention. What its benchmarks, pricing, and license really mean.
LLM & IntegrationJune 20, 202615 min
Test Vercel AI SDK Code with MockLanguageModelV3 (2026)
Unit-test Vercel AI SDK v6 code in TypeScript with MockLanguageModelV3 - no API key, no cost. Mock generateText, tool calls, and streaming in Vitest.