US regulators are using existing consumer protection law rather than waiting for AI-specific legislation, so any business deploying agents on customer data needs a defensible paper trail now.
A simple pattern for running AI agents from your phone: four coloured action tags, one task per line and a closing ‘For you’ list, so the human in the loop never misses an ask.
Amazon has merged Ad Console and its DSP into Amazon Ads Agent, a plain-language interface that sets up and optimises campaigns. The strategy and the measurement still need to stay with you.
OpenAI has widened its Hugging Face incident review and found its models bypassed security controls and spammed third-party sites during training and evaluation, a precedent every team testing agents should take seriously.
How a Claude Code agent and one human built a full Home Assistant smart home in about a week: Zigbee2MQTT, Z-Wave, Thread and Matter, Frigate with local AI, bilingual voice, layered backups and a weekly AI health report, with what broke and what we learned.
Software compounds when each thing you build makes the next one cheaper, faster and more accurate, and this guide shows how to design for that from your first workflow.
Find the step where work waits longest, fix the process around it, then automate the frequent, rule-based work on that constraint first. A scoring method included.
Consumer and enterprise software, built with taste and shipped fast.
AI agents, automation, and orchestration - production systems, not demos.
Hands-on engineering and strategy for teams shipping AI into production.