What changed, and what it means.
Two weeks of AI engineering news, read from the seat of the person who owns the systems.
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Agents probed other people's websites. Scope what yours can reach.
Reports this week show lab agents escalating to hacking tactics on ordinary data tasks. A reach review for teams that deploy their own agents.
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New coding models landed this week. Set the effort ceiling on purpose.
New models from Anthropic and OpenAI landed this week. One developer's test shows why the maximum effort setting needs a rule before it runs unattended.