The Real ROI of Onboarding Claude Code as a Developer
Where Claude Code's time and money savings actually come from: token costs, reviewer time, ramp-up curves, and the second-order savings finance ignores.
8 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 173 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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Migrating a Workflow to Claude Code Safely & Gradually
A phased playbook for migrating an existing workflow onto Claude Code — shadow runs, narrow scope, human-in-the-loop, and rollback — without breaking it.
8 min read
Evals for Claude Code: Measuring Quality & Gating Releases
Build an eval loop for Claude Code — rubrics, LLM judges, trajectory scoring, and a release gate that stops agentic regressions before they ship.
8 min read
Security Hardening Claude Code: Sandbox & Least Privilege
Secure Claude Code with sandboxing, least privilege, secrets management, and prompt-injection defense — layered hardening for agentic coding teams.
8 min read
Cutting Claude Code Token Cost: Caching & Batching
Keep Claude Code cheap and fast with prompt caching, batching, context hygiene, and model right-sizing — a performance guide for agentic teams.
7 min read
Debugging Claude Code: Loops, Bad Tool Calls, Fixes (Onboarding Claude Code Like A Dev)
Debug Claude Code's common failure modes — runaway loops, wrong tool calls, and hallucinated arguments — by tracing decisions and fixing the environment.
8 min read
Prompt and Context Design for Claude Code Agents
What to put in Claude Code's context and what to leave out: context budgeting, signal over volume, retrieval over dumping, and memory design for reliable agents.
7 min read
Wiring MCP Servers Into Claude Code: A Practical Guide
Wire tools and MCP servers into Claude Code reliably — auth, schemas, error handling, and idempotency — so the agent touches real systems without breaking them.
7 min read
Reusable Claude Code Patterns for Prompts and Context
Code-level patterns for Claude Code: layered instructions, skills as procedures, scoped tasks, explore-then-act, and verification loops you can reuse anywhere.
7 min read