◉CLAUDE LABJP
●AGENTS — When you create a Managed Agents session, pass agent_with_overrides to swap the model, system prompt, tools, MCP servers, or skills for that single session●KEYS — API keys in the Claude Console can now carry an expiration (a preset, a custom duration, or Never), with an email reminder before keys that live 7 days or longer expire●MCP — Admins can provision MCP connectors org-wide through their identity provider, starting with Okta, so users get connector access automatically on first login●WORKBENCH — The legacy Workbench at platform.claude.com/workbench retires on August 17, along with the experimental prompt generate, improve, and templatize APIs●REVIEW — Claude Code adds a background /code-review so you can keep working while a review runs, with better MCP and Windows path handling alongside●FASTEND — Fast mode for Claude Opus 4.7 is removed today, July 24. Any speed: 'fast' calls need to move over to Opus 4.8●AGENTS — When you create a Managed Agents session, pass agent_with_overrides to swap the model, system prompt, tools, MCP servers, or skills for that single session●KEYS — API keys in the Claude Console can now carry an expiration (a preset, a custom duration, or Never), with an email reminder before keys that live 7 days or longer expire●MCP — Admins can provision MCP connectors org-wide through their identity provider, starting with Okta, so users get connector access automatically on first login●WORKBENCH — The legacy Workbench at platform.claude.com/workbench retires on August 17, along with the experimental prompt generate, improve, and templatize APIs●REVIEW — Claude Code adds a background /code-review so you can keep working while a review runs, with better MCP and Windows path handling alongside●FASTEND — Fast mode for Claude Opus 4.7 is removed today, July 24. Any speed: 'fast' calls need to move over to Opus 4.8
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Multi-tenant

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production2Managed Agents1Agent SDK1MCP1Operations1Claude API1SaaS1cost attribution1rate limiting1Row Level Security1TypeScript1claude-api1
⬡ API & SDK/2026-07-24Advanced

Swapping Agent Config Per Session From One Shared Definition

A design pattern for running one base Managed Agent and overriding its model, prompt, tools, MCP servers, and skills per session with agent_with_overrides — with a validated factory and the operational traps I hit along the way.

⬡ API & SDK/2026-06-17Advanced

Making the Numbers Add Up in a Multi-Tenant Claude API SaaS — Field Notes on Isolation and Cost Attribution

The first thing that breaks when you make a Claude API SaaS multi-tenant is the month-end reconciliation. Here are field notes on a single metering chokepoint, atomic counters, reconciling against Anthropic's bill, and proving tenant isolation with adversarial tests — with production TypeScript.

⬡ API & SDK/2026-04-29Advanced

Production Semantic Cache for Claude API — Similarity Thresholds, Pollution Defense, and What to Track

A production playbook for adding a semantic cache in front of Claude API — threshold tuning, multi-tenant isolation, pollution prevention, fallbacks, and the metrics that actually prove it works.