Cloud & DevOps12 min
cert-manager Certificate Stuck Pending? Debug & Fix (2026)
cert-manager Certificate stuck in pending? Debug the Certificate to Challenge resource chain and fix the HTTP-01, DNS-01, and Let's Encrypt rate-limit causes.
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Cloud & DevOps12 min
cert-manager Certificate stuck in pending? Debug the Certificate to Challenge resource chain and fix the HTTP-01, DNS-01, and Let's Encrypt rate-limit causes.

LLM & Integration17 min
Build a semantic cache for LLM calls with Redis 8's native VADD/VSIM vector sets in Node.js and TypeScript — cache hits on paraphrases, not just exact text.
News14 min
Google shipped Nano Banana 2 Lite and Gemini Omni Flash to developers on June 30, 2026 — verified pricing, specs, limitations, and API code for both models.
Frontend Development14 min
Build a fully accessible React combobox with react-aria-components 1.19: correct ARIA wiring, keyboard nav, and a real jest-axe + Testing Library suite.
News13 min
Claude Fable 5 is back after the US lifted export controls tied to an Amazon-reported jailbreak. Here's the full timeline and what changed for API users.
Backend Development14 min
Postgres 18 lets MERGE RETURNING return old and new row values in one query. See merge_action(), the xmax alternative, and verified Node.js/TypeScript code.
News10 min
Claude Sonnet 5 brings near-Opus 4.8 agentic coding at $2/$10 per million tokens through August. See the pricing, the tokenizer catch, and the system card.
Cloud & DevOps12 min
helm upgrade --install installs a release if it's missing and upgrades it if it exists — one idempotent command. See the Helm 4 flags, gotchas, and CI pattern.
Backend Development12 min
Add a correlation ID to every log line in Node.js with built-in AsyncLocalStorage and Express — typed, zero-dependency, plus pino and downstream propagation.
LLM & Integration12 min
Cosine similarity vs dot product for embeddings, with runnable TypeScript. Learn when to normalize, why they match for unit vectors, and which to pick.
Tooling & Productivity14 min
GitHub Copilot moved to usage-based billing on June 1, 2026. Here's how AI Credits work, what plans include, what stays free, and how to avoid a shock bill.
Backend Development17 min
Build a production Node.js circuit breaker in TypeScript with opossum: closed, open, half-open states, fallbacks, errorFilter, timeouts, and verified output.