How we use AI-assisted development in real work, including the limits and failure modes.
News briefing, 6 min read
OpenAI’s GPT-6.1 Terra combines visual reasoning and computer use at lower API prices. The business opportunity is high-volume workflow automation, but the model’s capability and safety profile require deliberate boundaries.
AI development, honestly
News briefing, 5 min read
Anthropic’s Claude Duet is a proactive agent that monitors connected apps, works in the background and asks before consequential actions. The real change is operational, not conversational.
AI development, honestly
Essay, 4 min read
A practical way to assess an AI workflow: count the checking, model adoption, include running costs, and distinguish useful capacity from money actually saved.
AI development, honestly
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