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Habits for fact-checking: one full walkthrough
AI Tools

Habits for fact-checking: one full walkthrough

There is plenty written about habits for fact-checking and little you can act on. This piece stays concrete: every action can be done on the commute,…

Nora WhitcombNora Whitcomb·May 29, 2026·4 min read
Handling private data: what to do first
AI Tools

Handling private data: what to do first

There is plenty written about handling private data and little you can act on. This piece stays concrete: every action can be done beside the living…

Desmond OkonkwoDesmond Okonkwo·May 23, 2026·4 min read
Specifying output format: putting effort where it counts
AI Tools

Specifying output format: putting effort where it counts

Advice on specifying output format tends to split in two: impossibly complex, or sold as one click. Reality sits between. It needs some patience and…

Imogen ClareImogen Clare·May 17, 2026·4 min read
Strategy across several turns: how to do it concretely
AI Tools

Strategy across several turns: how to do it concretely

If you have already tried strategy across several turns and dropped it, the fault is usually in the setup: a starting point set too high, an…

Alaric PennAlaric Penn·May 11, 2026·4 min read
Building a prompt library: start with the conclusion
AI Tools

Building a prompt library: start with the conclusion

Separate two things in building a prompt library: the outcome you want and the action you can sustain. When the gap is too wide, shrink the action…

Nora WhitcombNora Whitcomb·May 5, 2026·4 min read
Asking for a comparison table: putting effort where it counts
AI Tools

Asking for a comparison table: putting effort where it counts

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…

Desmond OkonkwoDesmond Okonkwo·April 29, 2026·4 min read
Asking for an outline: the four usual traps
AI Tools

Asking for an outline: the four usual traps

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…

Imogen ClareImogen Clare·April 23, 2026·4 min read
Adjusting tone for email: one full walkthrough
AI Tools

Adjusting tone for email: one full walkthrough

If you have already tried adjusting tone for email and dropped it, the fault is usually in the setup: a starting point set too high, an environment…

Alaric PennAlaric Penn·April 17, 2026·4 min read
A route for learning new tools: how to do it concretely
AI Tools

A route for learning new tools: how to do it concretely

If you only read one paragraph, read this: a route for learning new tools depends on how the situation is set up, not on how you feel at the time.…

Nora WhitcombNora Whitcomb·April 11, 2026·4 min read
Spotting confident nonsense: putting effort where it counts
AI Tools

Spotting confident nonsense: putting effort where it counts

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.…

Desmond OkonkwoDesmond Okonkwo·April 5, 2026·4 min read
Automating a small workflow: how to do it concretely
AI Tools

Automating a small workflow: how to do it concretely

If you only read one paragraph, read this: automating a small workflow depends on how the situation is set up, not on how you feel at the time.…

Imogen ClareImogen Clare·March 30, 2026·4 min read
Costing token usage: putting effort where it counts
AI Tools

Costing token usage: putting effort where it counts

Most people do not fail at costing token usage from misunderstanding it. They fail because understanding is not doing. What follows is the doing…

Alaric PennAlaric Penn·March 24, 2026·4 min read
Tasks worth handing over: the workable version
AI Tools

Tasks worth handing over: the workable version

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…

Nora WhitcombNora Whitcomb·March 18, 2026·4 min read
Tasks to keep yourself: the workable version
AI Tools

Tasks to keep yourself: the workable version

There is plenty written about tasks to keep yourself and little you can act on. This piece stays concrete: every action can be done on the study…

Desmond OkonkwoDesmond Okonkwo·March 12, 2026·4 min read
Writing prompts that specify the task: putting effort where it counts
AI Tools

Writing prompts that specify the task: putting effort where it counts

Advice on writing prompts that specify the task tends to split in two: impossibly complex, or sold as one click. Reality sits between. It needs some…

Imogen ClareImogen Clare·March 6, 2026·4 min read
Where rewriting crosses a line: the complete picture
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Where rewriting crosses a line: the complete picture

Advice on where rewriting crosses a line tends to split in two: impossibly complex, or sold as one click. Reality sits between. It needs some…

Alaric PennAlaric Penn·February 28, 2026·4 min read
Summarising a long document: one full walkthrough
AI Tools

Summarising a long document: one full walkthrough

Advice on summarising a long document tends to split in two: impossibly complex, or sold as one click. Reality sits between. It needs some patience…

Nora WhitcombNora Whitcomb·February 22, 2026·4 min read
Analysing a table: from judgement to finish
AI Tools

Analysing a table: from judgement to finish

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

Desmond OkonkwoDesmond Okonkwo·September 14, 2026·4 min read
Editing a translation: adapting to different settings
AI Tools

Editing a translation: adapting to different settings

Anyone who has spent time on editing a translation has a failure story: a strong start, a collapse in the middle, then silence. This is not another…

Imogen ClareImogen Clare·September 8, 2026·4 min read
Turning recordings into notes: one full walkthrough
AI Tools

Turning recordings into notes: one full walkthrough

Most people do not fail at turning recordings into notes from misunderstanding it. They fail because understanding is not doing. What follows is the…

Alaric PennAlaric Penn·September 2, 2026·4 min read