Rolling out Claude Code: team habits that make it stick
Claude Code adoption fails on habits, not features. The norms, rituals, and change-management moves that turn a pilot into a real way of working.
7 min read
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Claude Code ROI in 2026: where the savings come from
A defensible cost model for Claude Code: the four places real savings live, the costs to subtract, and how to measure ROI without fooling yourself.
8 min read
Migrating a workflow to Claude agents safely
A staged playbook for moving a workflow onto Claude agents: shadow mode, human-in-the-loop, incremental autonomy, and rollback discipline.
7 min read
Evals for Claude agents: measure quality, gate releases
Build an eval loop for Claude agents: define quality, pick graders, use LLM judges well, and gate every release on automated checks, not vibes.
8 min read
Securing Claude agents: sandboxing & prompt injection
Harden Claude agents: sandbox tool execution, enforce least privilege, protect secrets, and defend against prompt injection from untrusted content.
8 min read
Cutting Claude agent token cost: caching & batching
Keep Claude agent runs cheap and fast: prompt caching, request batching, model routing across Opus/Sonnet/Haiku, and trimming bloated context.
7 min read
Debugging Claude agents: loops, bad tool calls, fixes (Rethinking How We Build)
Why Claude agents loop, call the wrong tool, or invent arguments — and the trace logging, loop guards, and tool contracts that fix it fast.
8 min read
Context engineering for Claude: what to include and cut
Design context for Claude agents in 2026: what belongs in the window, what to leave out, just-in-time retrieval, and compaction for long, reliable runs.
7 min read
Wiring MCP tools into Claude: auth, schemas, and errors
Production MCP integration for Claude agents in 2026: scoped auth, strict schemas, structured error handling, and idempotency for safe, reliable tool calls.
7 min read
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