Cutting Claude Cowork Token Cost on a 4,000-Account Book
Performance tuning for Claude Cowork: prompt caching, batching, model routing, and context discipline to run a 4,000-account book cheap and fast.
8 min read
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Debugging Claude Code: Loops, Bad Tool Calls, Fixes
Why Claude Code agents loop, pick wrong tools, or hallucinate arguments — and the concrete guardrails, schemas, and observability that fix each failure mode.
8 min read
Debugging Claude Cowork: Loops, Bad Tool Calls, Fixes
Diagnose and fix the common Claude Cowork failure modes at scale: runaway loops, wrong tool calls, and hallucinated arguments across a 4,000-account book.
8 min read
Context Design for a Claude Cowork Sales Agent
Context engineering for a Claude Cowork sales book: what to include, what to exclude, compaction, and sharing a playbook without bloating every sub-agent's context.
7 min read
Context design for Claude Code: what to include, cut
Context engineering for Claude Code — what to put in the window, what to fetch on demand, how to fight staleness, and why structure beats volume.
6 min read
Wiring MCP servers into Claude Code the right way (Claude Code Effectiveness Of HTML)
Connect MCP servers to Claude Code with scoped auth, strict schemas, structured error handling, and idempotency so tool calls are safe to retry.
7 min read
Wiring MCP Tools into a Claude Cowork Sales Book
Wire MCP servers into a Claude Cowork sales agent: least-privilege auth, typed schemas, structured error handling, and idempotency for a clean 4,000-account book.
7 min read
Claude Code patterns: structuring prompts, tools, context
Reusable code-level patterns for Claude Code agents — system prompts as contracts, narrow tools, document-tree context, plan-then-act, and compaction.
6 min read
Claude Cowork Patterns for Prompts, Tools, and Context
Reusable patterns for a Claude Cowork sales book: single-job skills, loud idempotent tools, budgeted context, structured handoffs, and evals as regression tests.
7 min read
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