Governance for Claude Cowork: Guardrails Before You Scale
Governance guardrails leadership needs before scaling Claude Cowork: least-privilege connectors, tiered review, audit trails, and a policy config.
7 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 296 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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Driving Claude Cowork Adoption Across a Whole Team
Turn a few Claude Cowork power users into org-wide capability: habits, norms, shared plugins, and a 7-step adoption rollout that actually sticks.
7 min read
The Real ROI of Claude Cowork: Where Savings Come From (Deploy Cowork Across Enterprise)
An honest cost model for Claude Cowork: the three savings pools, a paste-in formula, common pitfalls, and a 6-step way to prove enterprise ROI.
8 min read
Migrating a Workflow to Claude Cowork Agents Safely
A staged playbook for moving an enterprise workflow onto Claude Cowork agents — shadow mode, human-in-the-loop, gradual rollout, and instant rollback.
8 min read
Evals for Claude Agents: Measuring Quality & Gating Releases (Deploy Cowork Across Enterprise)
Build an eval loop for Claude agents — pick metrics, write cases from real transcripts, use calibrated LLM judges, and gate every release on quality.
8 min read
Security Hardening Claude Cowork: Sandbox & Least Privilege
Secure Claude Cowork agents with sandboxing, least-privilege connectors, secrets isolation, and prompt-injection defense for enterprise deployment.
8 min read
Cutting Claude Agent Token Cost: Caching & Batching (Deploy Cowork Across Enterprise)
Keep Claude Cowork and Agent SDK runs cheap and fast with prompt caching, batching, context pruning, and per-step model routing.
8 min read
Debugging Claude Cowork Agents: Fixing Loops & Bad Calls
Trace and fix the four Claude Cowork failure modes — loops, wrong tool calls, hallucinated args, silent no-ops — with replayable transcripts and guards.
9 min read
Prompt and Context Design for Claude Cowork
What to keep in a Claude Cowork agent's context and what to leave out — base context, on-demand skills, tool retrieval, crisp rules, and curated examples.
8 min read