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Using code assistants: putting effort where it counts
AI Tools

Using code assistants: putting effort where it counts

Put using code assistants back into a real week, with overtime, travel and days you cannot be bothered. Any plan that only survives good months will…

Verity LangVerity Lang·July 25, 2026·4 min read
Habits for fact-checking: what to do first
AI Tools

Habits for fact-checking: what to do first

Put habits for fact-checking back into a real week, with overtime, travel and days you cannot be bothered. Any plan that only survives good months…

Sonia MarchettiSonia Marchetti·July 19, 2026·4 min read
Handling private data: putting effort where it counts
AI Tools

Handling private data: putting effort where it counts

If you have already tried handling private data and dropped it, the fault is usually in the setup: a starting point set too high, an environment…

Nora WhitcombNora Whitcomb·July 13, 2026·4 min read
Specifying output format: how to do it concretely
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Specifying output format: how to do it concretely

If you have already tried specifying output format and dropped it, the fault is usually in the setup: a starting point set too high, an environment…

Thea BergstromThea Bergstrom·July 7, 2026·4 min read
Strategy across several turns: the workable version
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Strategy across several turns: the workable version

Separate two things in strategy across several turns: the outcome you want and the action you can sustain. When the gap is too wide, shrink the…

Verity LangVerity Lang·July 1, 2026·4 min read
Building a prompt library: the workable version
AI Tools

Building a prompt library: the workable version

If you have already tried building a prompt library and dropped it, the fault is usually in the setup: a starting point set too high, an environment…

Sonia MarchettiSonia Marchetti·June 25, 2026·4 min read
Asking for a comparison table: what to do first
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Asking for a comparison table: what to do first

Anyone who has spent time on asking for a comparison table has a failure story: a strong start, a collapse in the middle, then silence. This is not…

Nora WhitcombNora Whitcomb·June 19, 2026·4 min read
Asking for an outline: the complete picture
AI Tools

Asking for an outline: the complete picture

Put asking for an outline back into a real week, with overtime, travel and days you cannot be bothered. Any plan that only survives good months will…

Thea BergstromThea Bergstrom·June 13, 2026·4 min read
Adjusting tone for email: judge, act, review
AI Tools

Adjusting tone for email: judge, act, review

Separate two things in adjusting tone for email: the outcome you want and the action you can sustain. When the gap is too wide, shrink the action…

Verity LangVerity Lang·June 7, 2026·4 min read
A route for learning new tools: the four usual traps
AI Tools

A route for learning new tools: the four usual traps

Most people do not fail at a route for learning new tools from misunderstanding it. They fail because understanding is not doing. What follows is the…

Sonia MarchettiSonia Marchetti·June 1, 2026·4 min read
Spotting confident nonsense: rhythm decides it
AI Tools

Spotting confident nonsense: rhythm decides it

If you only read one paragraph, read this: spotting confident nonsense depends on how the situation is set up, not on how you feel at the time.…

Nora WhitcombNora Whitcomb·May 26, 2026·4 min read
Automating a small workflow: one full walkthrough
AI Tools

Automating a small workflow: one full walkthrough

Separate two things in automating a small workflow: the outcome you want and the action you can sustain. When the gap is too wide, shrink the action…

Thea BergstromThea Bergstrom·May 20, 2026·4 min read
Costing token usage: judge, act, review
AI Tools

Costing token usage: judge, act, review

If you only read one paragraph, read this: costing token usage depends on how the situation is set up, not on how you feel at the time. Arrange the…

Verity LangVerity Lang·May 14, 2026·4 min read
Tasks worth handing over: one full walkthrough
AI Tools

Tasks worth handing over: one full walkthrough

Most people do not fail at tasks worth handing over from misunderstanding it. They fail because understanding is not doing. What follows is the doing…

Sonia MarchettiSonia Marchetti·May 8, 2026·4 min read
Tasks to keep yourself: what to do first
AI Tools

Tasks to keep yourself: what to do first

Put tasks to keep yourself back into a real week, with overtime, travel and days you cannot be bothered. Any plan that only survives good months will…

Nora WhitcombNora Whitcomb·May 2, 2026·4 min read
Writing prompts that specify the task: judge, act, review
AI Tools

Writing prompts that specify the task: judge, act, review

If you only read one paragraph, read this: writing prompts that specify the task depends on how the situation is set up, not on how you feel at the…

Thea BergstromThea Bergstrom·April 26, 2026·4 min read
Where rewriting crosses a line: adapting to different settings
AI Tools

Where rewriting crosses a line: adapting to different settings

Separate two things in where rewriting crosses a line: the outcome you want and the action you can sustain. When the gap is too wide, shrink the…

Verity LangVerity Lang·April 20, 2026·4 min read
Summarising a long document: start with the conclusion
AI Tools

Summarising a long document: start with the conclusion

Most people want summarising a long document to make things better. The workable version of that goal is steadier: a floor you can hit on a bad day.…

Sonia MarchettiSonia Marchetti·April 14, 2026·4 min read
Analysing a table: rhythm decides it
AI Tools

Analysing a table: rhythm decides it

There is plenty written about analysing a table and little you can act on. This piece stays concrete: every action can be done on the commute, every…

Nora WhitcombNora Whitcomb·April 8, 2026·4 min read
Editing a translation: the workable version
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Editing a translation: the workable version

Most people do not fail at editing a translation from misunderstanding it. They fail because understanding is not doing. What follows is the doing…

Thea BergstromThea Bergstrom·April 2, 2026·4 min read