Claude Cowork Architecture: How the Pieces Fit
How Claude Cowork works internally — the agent loop, dynamically loaded skills, MCP connectors, and sub-agents, fit together end to end for knowledge work.
8 min read
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Inside Claude Code Skills: The Architecture End to End
How Claude Code Skills work end to end: discovery, progressive disclosure, the SKILL.md contract, and how skills, MCP, and subagents fit together.
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Self-Service Analytics with Claude: The Architecture
How a Claude-powered self-service analytics agent works end to end — from natural-language question through governed SQL to a trustworthy, cited answer.
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Where dynamic workflows in Claude Code are heading next
Longer autonomy, shareable harnesses, richer tools, and the verification gap — where Claude Code's dynamic workflows are going and how to prepare now.
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How to measure success with Claude Code dynamic workflows
The metrics that prove Claude Code's dynamic workflows work — unattended completion, rework rate, and leading signals — and the vanity metrics to ignore.
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Deloitte Says 84% See a Return. In an Independent Shop It Shows Up on the Declined-Work List, Not the Front Counter
Baseline your ninety-day declined-work recovery rate, run an odd-and-even split for sixty days, and get a number that survives seasonality and your accountant.
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A dynamic workflow in Claude Code, problem to shipped
A realistic end-to-end walkthrough of a Claude Code dynamic workflow taking a messy billing bug from problem statement to a verified, shipped change.
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Risk management for dynamic workflows in Claude Code
Real failure modes, blast-radius sizing, and containment controls that keep Claude Code's dynamic agentic workflows safe in production.
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Skills to hire for in the dynamic-workflow era of Claude Code
The concrete skills, role shifts, and hiring signals that make Claude Code's dynamic workflows pay off — from context authoring to verification design.
9 min read
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