Team Adoption of Multi-Agent Claude: Habits That Stick
The habits, norms, and change-management moves that turn a clever multi-agent Claude demo into daily team practice that actually sticks.
7 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 304 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.
From the blog
Latest articles
The ROI of Claude Agents in Security Operations
A concrete cost model for security teams: where Claude agents save time and money against AI-accelerated offense — and where the savings quietly leak.
7 min read
The ROI of Multi-Agent Claude Systems: Where Savings Hide
A practical cost model for multi-agent Claude systems: where time and money savings come from, what they cost in tokens, and how to measure real payback.
8 min read
Migrating a Workflow to a Claude Agent Without Breaking It
A safe playbook for moving an existing workflow onto Claude agents — shadow mode, human-in-the-loop rollout, scoped autonomy, and clean rollback paths.
7 min read
Migrating a Workflow to Claude Multi-Agent Orchestration
A staged playbook for moving an existing workflow onto a Claude multi-agent system: mapping, shadow mode, canary rollout, and instant rollback.
7 min read
Testing and Evals for Claude Multi-Agent Systems
Build an eval loop for Claude multi-agent systems: trajectory checks, LLM judges, deterministic gates, and CI thresholds that block regressions.
7 min read
Testing Claude Agents: Building an Eval Loop to Gate Releases
Measure agent quality and gate releases with an eval loop — outcome and trajectory grading, LLM-as-judge, regression suites, and CI gates for Claude agents.
7 min read
Hardening Claude Agents: Sandboxing & Prompt Injection (Security Program AI Accelerated Offense)
Sandboxing, least privilege, secrets handling, and prompt-injection defense for production Claude agents — the controls that make an autonomous agent safe to ship.
7 min read
Security Hardening for Claude Multi-Agent Systems
Sandbox execution, grant least privilege, keep secrets out of context, and defend against prompt injection in Claude multi-agent systems.
8 min read