
Assistants to Responses API: A Migration Field Guide
Migrate from the OpenAI Assistants API to the Responses API: a tested plan covering code, state, threads, tool-use parity, and an eval-gated cutover.
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Migrate from the OpenAI Assistants API to the Responses API: a tested plan covering code, state, threads, tool-use parity, and an eval-gated cutover.

Cut Claude API spend by up to 90% with prompt caching. Real numbers, TypeScript SDK code, and the gotchas Anthropic's docs gloss over.

RAG with Claude in production: structure-aware chunking, hybrid retrieval, citation tracking, and the prompt caching trick that makes RAG cheap enough to ship.

SAM 3.1 makes Meta's Segment Anything fast enough for realtime video. How to wire it into a production pipeline and the gotchas to plan for.

Run Claude Code through your own gateway, Bedrock, Google Cloud or local GPUs. Five patterns with verified env vars, model IDs and what Anthropic supports.

What it actually takes to wire OpenAI Symphony into a Linear-driven Codex workflow - auth, runs, sandboxes, costs, and the gotchas nobody warned me about.

Master tool use in the Claude API. Schema design, retry logic, multi-step loops, and the failure modes that only show up at 10k calls a day.

Vercel's agentic infrastructure explained: what the announcement actually names, how AI Gateway, Sandbox, Workflows and Flags compose, with code checked against the SDKs.

Vercel Workflows is GA: durable TypeScript with "use workflow" and "use step". What it means for agents and long-running flows, with code adapted from Vercel's own examples.

Agent runs are opaque. TraceTrail turns a Claude Code JSONL into a public share link with a stepped timeline of messages, tool calls, and tokens.

Best Claude Code skills and plugins: where to find them, how the plugin marketplace works, exact install commands, and the picks worth your context budget.

Commercial underwriters drown in PDF submissions. Here is how to build a Claude Agent SDK triage bot with skills, hooks, and a clean audit trail.
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