Migrating a Workflow to a Claude Agent Without Breaking It
A safe playbook for moving an existing workflow onto Claude agents — shadow mode, human-in-the-loop rollout, scoped autonomy, and clean rollback paths.
7 min read
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Migrating a Workflow to Claude Multi-Agent Orchestration
A staged playbook for moving an existing workflow onto a Claude multi-agent system: mapping, shadow mode, canary rollout, and instant rollback.
7 min read
Testing Claude Agents: Building an Eval Loop to Gate Releases
Measure agent quality and gate releases with an eval loop — outcome and trajectory grading, LLM-as-judge, regression suites, and CI gates for Claude agents.
7 min read
Testing and Evals for Claude Multi-Agent Systems
Build an eval loop for Claude multi-agent systems: trajectory checks, LLM judges, deterministic gates, and CI thresholds that block regressions.
7 min read
Hardening Claude Agents: Sandboxing & Prompt Injection (Security Program AI Accelerated Offense)
Sandboxing, least privilege, secrets handling, and prompt-injection defense for production Claude agents — the controls that make an autonomous agent safe to ship.
7 min read
Security Hardening for Claude Multi-Agent Systems
Sandbox execution, grant least privilege, keep secrets out of context, and defend against prompt injection in Claude multi-agent systems.
8 min read
Cutting Token Cost in Claude Multi-Agent Systems
Use prompt caching, batching, model tiering, and tight context scoping to keep Claude multi-agent runs fast and cheap without losing quality.
7 min read
Cutting Claude Agent Token Cost: Caching & Batching (Security Program AI Accelerated Offense)
Keep Claude agent runs fast and cheap with prompt caching, batching, model tiering, and context discipline — cut cost and latency by half without losing quality.
7 min read
Debugging Claude Multi-Agent Systems: Loops, Bad Tool Calls
Catch loops, wrong tool calls, and hallucinated arguments in Claude multi-agent systems with provenance checks, no-progress detectors, and durable logs.
8 min read
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