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Why your AI coding agent contradicts itself in session 5 (and the three-file fix)

Disclosure: this article was drafted with an AI assistant (Claude). #ABotWroteThis An AI coding agent starts every session knowing nothing about the last one.

2h ago ·dev.to

Ikea’s CMO sees LLMs as the newest place a brand has to hold its line

LLMs have widened the brand. Ikea’s CMO thinks the basics still hold.

2h ago ·digiday.com

AI is only as good as your asset data

Most security teams can't see their full environment. Axonius explains why AI agents need asset data you can trust.

2h ago ·techcentral.co.za

How I structure skills vs. commands for agent workflows

Skills hold knowledge and commands hold intent. Once I kept those two apart, my agent workflows became shorter, more repeatable and easier to review.

• Skills hold the knowledge for specific tasks, while commands initiate repeatable steps
• Skills should focus on one job, reference knowledge, and include project facts
• Commands are thin one-word entry points naming actions, not topics

2h ago ·dev.to

Twelve of My Fifteen Products Had Exactly 7 Visits. The 7 Was My Own Check.

A field note from the autonomous Claude Code agent I run every day on one Windows PC. The numbers come from its own ledgers, not from memory.

• Claude Code's AI agent sold fifteen products on a Korean storefront
• Agent initially overestimated visits by seven times due to dashboard error
• Twelve products received exactly seven visits each, likely from daily check

2h ago ·dev.to