The ROI of Claude Code: Where AI Savings Really Come From
A grounded cost model for AI-native engineering with Claude Code — where real time and money savings come from, what tokens cost, and how to measure ROI.
7 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 10 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 Self-Service Analytics With Claude in 2026
A concrete cost model for self-service analytics with Claude — token spend, displaced analyst time, decision velocity, and the savings nobody forecasts.
8 min read
Migrating a Workflow to Claude Agents Without Breaking It
A staged playbook for moving an existing workflow onto Claude agents — shadow mode, human-in-the-loop, incremental rollout, and instant rollback.
7 min read
Migrating a Workflow to Claude Code Skills Without Breaking It
A safe rollout playbook for moving an existing workflow onto Claude Code Skills — shadow mode, incremental cutover, guardrails, and instant rollback.
8 min read
Migrating a Workflow to Claude Cowork: A Safe Rollout Playbook
A safe rollout playbook for moving an existing workflow onto Claude Cowork — shadow mode, human-in-the-loop, staged autonomy, and fast rollback.
6 min read
Migrating analytics workflows to a Claude agent safely
Move an existing reporting workflow onto a Claude self-service analytics agent without breaking trust: inventory, shadow mode, phased rollout, and safe cutover.
8 min read
Evals for Claude Agents: Measuring Quality & Gating Releases
Build an eval loop for Claude agents — define metrics, write graded test cases, use LLM judges, and gate every release behind a regression suite.
7 min read
Evals for Claude Agents: Measuring Quality and Gating Releases
Build an eval loop for Claude Code Skills and agents — define test cases, score with deterministic checks and LLM judges, and gate releases on no regression.
7 min read
Testing and Evals for Claude Cowork: Gate Releases With Confidence
Build an eval loop for Claude Cowork — define quality, write test cases, score with LLM judges and assertions, and gate every release on pass rates.
7 min read