Evals for Claude agents: measure quality and gate releases
Build an eval loop for Claude agents with golden tasks, trajectory checks, LLM judges, and CI gates that catch regressions before they reach production.
9 min read
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Evals for Claude Code Agents: Gating Releases Safely
Build an eval loop for Claude Code agents — test cases, programmatic and LLM-as-judge graders, regression suites, and release gates for GTM workflows.
7 min read
Securing Claude agents: sandboxing, least privilege, injection
Harden Claude agents with sandboxed execution, least-privilege tools, secret hygiene, and layered prompt-injection defense built for production threats.
8 min read
Security Hardening for Claude Code: Sandboxing & Secrets
Harden production Claude Code agents with sandboxing, least privilege, secrets handling, and prompt-injection defense for real GTM systems.
8 min read
Cut Claude agent token costs: caching, batching, cheap runs
Lower Claude agent cost and latency with prompt caching, batching, model routing, and context discipline. A practical performance guide for agentic runs.
8 min read
Cutting Claude Code Token Costs: Caching & Batching
Keep Claude Code agent runs cheap and fast with prompt caching, batching, context scoping, and smart model selection for GTM engineering teams.
8 min read
August 2 Is the EU AI Act Deadline. A Six-Van HVAC Shop Is Out of Scope — the Tech-Hiring Screener Is Not.
What a US HVAC contractor must document in 2026 — hiring screeners, after-hours booking agents — and which AI laws genuinely don't apply to a six-van shop.
9 min read
Debugging Claude agents: loops, bad tool calls, hallucinated args
Fix the three failure modes that break Claude agents - infinite loops, wrong tool calls, and hallucinated arguments - with concrete, traceable techniques.
10 min read
Debugging Claude Code Agents: Loops, Bad Tool Calls
Debug the three big Claude Code failure modes — runaway loops, wrong tool calls, and hallucinated arguments — with practical fixes for GTM engineers.
9 min read
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