From bug report to shipped fix: a Claude Code walkthrough
A realistic end-to-end Claude Code use case — from a vague production bug to a verified, shipped fix — with the exact decomposition and verification steps.
7 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 43 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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Risk management for agentic coding with Claude Code
Failure modes, blast radius, and containment for Claude Code agents — permissions, sandboxes, eval gates, and the controls that keep agentic coding safe.
7 min read
Skills to hire for in the Claude Code era of software
What developers and leaders must learn for agentic coding with Claude Code to work — the real skills, role shifts, and a 90-day reskilling plan.
8 min read
Scaling Claude Code across an org without the chaos
Going from one Claude Code team to many invites sprawl. A practical model for scaling agentic coding org-wide while keeping coherence and safety.
7 min read
When NOT to use Claude Code: honest agentic trade-offs
Agentic coding is not always right. A clear-eyed guide to when Claude Code shines, when it slows you down, and what to reach for instead.
7 min read
Governance for Claude agents: guardrails before you scale
Before scaling Claude agents, leadership needs guardrails. A practical governance model for permission scope, blast-radius review, and audit trails.
7 min read
Rolling out Claude Code: team habits that make it stick
Claude Code adoption fails on habits, not features. The norms, rituals, and change-management moves that turn a pilot into a real way of working.
7 min read
Claude Code ROI in 2026: where the savings come from
A defensible cost model for Claude Code: the four places real savings live, the costs to subtract, and how to measure ROI without fooling yourself.
8 min read
Migrating a workflow to Claude agents safely
A staged playbook for moving a workflow onto Claude agents: shadow mode, human-in-the-loop, incremental autonomy, and rollback discipline.
7 min read