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
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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
The vCIO Loses a Week Each Quarter to QBR Decks. Claude Cowork Hands Back the Packet Overnight.
MSP quarterly business reviews cost 4-6 vCIO hours per client. Claude Cowork and ChatGPT Work return the deck, summary and license variance sheet by morning.
9 min read
Claude Cowork context design: what to include, what to cut
Prompt and context design for Claude Cowork: what to include, what to leave out, and how compaction keeps long agentic knowledge-work runs sharp and reliable.
7 min read
Prompt and Context Design for Claude Code GTM Agents
How to budget context for Claude Code GTM agents: what to include, what to leave out, just-in-time retrieval, and instruction layering.
8 min read
Wiring MCP Servers into Claude Code GTM Workflows
Connect MCP servers to Claude Code GTM workflows the right way: scoped auth, typed schemas, retryable error handling, and idempotent writes.
7 min read
Wiring MCP servers into Claude Cowork the right way
Wire MCP servers into Claude Cowork with sound auth, clear schemas, actionable error handling, and idempotency so agentic runs never double-fire or break.
7 min read
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