Notes on AI that actually helps.

What we learn building AI tools for real businesses — written in plain language, with real examples. No hype, no names.

AI agents & automation

10 August 2026·5 min read

Claude Code switches to autonomous mode by default: the lesson for how you supervise your own AI agents

From August 14, 2026, Claude Code stops asking for approval before every action on Pro, Max and Team plans — a safety classifier decides instead. Anthropic’s own numbers on "approval fatigue" say something important about how any SME should supervise the agents it deploys.

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AI agents & automation

1 August 2026·5 min read

OpenAI Presence: even OpenAI won’t sell its AI agents self-service — what it means for your SME

On July 22, 2026, OpenAI launched Presence, its platform for enterprise voice and chat AI agents — but not as a self-service product: every deployment is run by OpenAI’s own engineers or selected integrators. What that choice reveals about what it actually takes for an AI agent to hold up in production, and how to apply it at SME scale.

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AI agents & automation

30 July 2026·5 min read

Perplexity’s Personal Computer lands on Windows: what an AI agent that touches your files means for your SMB

On July 28, 2026, Perplexity opened its “Personal Computer” agent — which reads local files and can act inside Excel, Outlook or email on its own — to the 1.4 billion users of Windows. What its arrival on any employee’s laptop changes for your SMB’s AI governance.

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AI agents & automation

26 July 2026·4 min read

Claude Opus 5: Anthropic halves frontier AI pricing — what it changes for your SME’s AI agents

On July 24, 2026, Anthropic released Claude Opus 5 at half the price of Fable 5, with a new “effort” dial to trade cost against quality task by task. Real savings are narrower than the headline — here is how to check yours.

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AI agents & automation

22 July 2026·5 min read

AI sales proposal generator: what a multi-agent pipeline gets right that a single-model tool doesn’t

“AI sales proposal generator” keeps coming up in sales-team searches: beyond simply filling a template, a pipeline of several specialized agents changes the nature of the work. What to know before choosing between a subscription and a custom build.

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AI agents & automation

21 July 2026·5 min read

Retrieval-augmented generation: the technical layer behind an agent that answers correctly

Ask an AI assistant a question and it answers from what it memorized during training — right up until it invents a plausible-sounding but wrong answer. Retrieval-augmented generation is the architecture built to fix that: search first, generate second. What it is, and what to check before an agent runs on it.

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