React useEffectEvent Tutorial: Stop Effect Re-Runs (2026)
Hands-on React useEffectEvent tutorial: fix stale closures, stop useEffect re-running on prop changes, and migrate from useCallback. Runnable 2026 code.
Hands-on React useEffectEvent tutorial: fix stale closures, stop useEffect re-running on prop changes, and migrate from useCallback. Runnable 2026 code.
Get guaranteed JSON from the Claude API in TypeScript: structured outputs with Zod, strict tool use, plus refusal and max_tokens handling. Runnable 2026 guide.
Validate URL search params in TanStack Router with Zod: defaults, fallbacks, search middlewares, and the Zod 4 adapter gotcha. Runnable 2026 guide.
Production Next.js 16 Cache Components tutorial for multi-tenant SaaS: tenant-scoped cache keys with use cache, per-tenant cacheTag, and cacheLife.
Send Postgres-backed pg-boss 12 jobs inside a Drizzle ORM transaction with the fromDrizzle adapter, retries, dead letters, and cron schedules.
Hands-on Claude Sonnet 4.6 tool use tutorial: build a typed agentic loop in TypeScript with the Anthropic SDK 0.98, parallel tool calls, and JSON Schema.
Build a production MCP server in TypeScript with OAuth 2.1, RFC 8707 resource indicators, Streamable HTTP, and scope-aware tool authorization in 2026.
Deep learning fundamentals, practical: feedforward, CNN, RNN, Transformer. Training, optimization, regularization — with a runnable PyTorch neural network.
TensorFlow 2.19 (and 2.21 latest stable) tutorial for 2026: GPU setup with CUDA 12.5 and cuDNN 9.3, Python 3.10–3.12 support (2.21 adds 3.13, drops 3.9), and shipping models to real production.
Scikit-learn for 2026: classification, regression, clustering, pipelines, hyperparameter tuning, cross-validation, and patterns that ship ML to production.
SQL RIGHT JOIN mastered: when to use it over LEFT JOIN, real reporting examples, edge cases in Postgres/MySQL/SQLite, and why it's rarely the right default.
Networking fundamentals for developers: OSI vs. TCP/IP, packets, routing, DNS, TLS — and the everyday tools (curl, dig, tcpdump, ss) that make it all legible.
SQL vs NoSQL in 2026: PostgreSQL, MySQL, MongoDB, Cassandra, DynamoDB. Consistency, schema flexibility, scaling, and when each actually fits your workload.