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AI dev update: code-focused models are back and usage meters are shaping pricing. Use this quick playbook to reduce latency, cut costs, and manage risk.

Cloudflare’s Agents Week reframes building production AI agents at the edge. Get the key takeaways, a practical reference architecture, and cost/perf tips to apply now.

GitHub’s Squad runs coordinated AI agents inside your repo to plan tasks, change code, run tests, and open PRs. See how it works—and how to prep your codebase.

Google and Kaggle’s GenAI Intensive spotlights vibe coding. Use this concise prep plan—tools, evaluation tips, and a weekly cadence—to earn real portfolio wins.

A practical guide to Cloudflare’s AI Platform—how Workers AI, Vectorize, and AI Gateway let you ship low‑latency edge AI, control costs, and monitor reliably.

Cloudflare outlines support for Claude managed agents. This guide shows how to run tool-using, stateful AI on Workers with memory, guardrails, and logs.

OpenAI’s Databricks focus makes governed RAG easier. Here’s a concise blueprint to connect your lakehouse to GPT securely, with tips for cost, eval, and safety.

Use this 30-minute checklist to turn Google I/O AI announcements into practical wins. Learn how to triage features, run tests, check costs, and avoid hype.

OpenAI says Gartner named it a 2026 Leader in agentic coding. Here’s what agentic means, how to evaluate tools, and a 30-60-90 plan to pilot safely today.

A fast, practical checklist to evaluate new LLMs like Gemini 3.5 Flash—what to test in 10 minutes, what to track, and how to decide if it fits your stack.