Staying engaged with AI plans: give inline feedback
I use my normal code editor to open the plans created by AI coding agents, and leave ad hoc feedback comments directly in the file. This is convenient and gives better results because I am more engage...
I gotta trick myself into paying attention to AI agents, or else I miss their regular mistakes.
I have a little plan-editing workflow with Claude Code that works well: at every single plan prompt, hit ctrl-g to “open in editor”, and leave comments directly in it.
huonw.github.io/blog/2026/02...
17.02.2026 00:32
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For better, my colleagues have been very straight-faced, and continue to interact with it normally. No-one has questioned its behaviour.
For worse, I haven’t seen it make a pun yet. Not even a bad one.
26.12.2025 08:43
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A screenshot of a code review comment, that says:
Estimated code review effort
🎯 2 (Simple) | ⏱️ ~8 minutes
Blimey, what an unholy jingle-bell of a change! This commit's been very naughty indeed
- like putting coal in Santa's config file instead of Christmas cheer! The linting sleigh won't be flying anywhere with this one on the naughty list. Makes you wonder if someone's been hitting the eggnog a bit too early this festive season! 🎅✨
A screenshot of a code review comment:
🎅 Santa's curl command could get stuck in
the chimney forever!
Your curl command is missing a timeout!
Without --max-time or --connect-timeout, the script could hang indefinitely if Slack is slow or unreachable, blocking your entire build pipeline like a stuck sleigh!
For a critical notification hook, you should add reasonable timeouts to ensure the build can continue even if Slack is having a bad Christmas.
• 🎄 Recommended fix
For better or worse, we use an AI review tool at work.
I gave it global “speak like Santa” and “make Christmas puns” instructions last week. It is both conscientious and heavy-handed in following that critical prompt.
26.12.2025 08:43
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Prefer tee -a, not >>, in CI
GitHub Actions suggests using code like echo ... >> $GITHUB_ENV, but echo ... | tee -a $GITHUB_ENV is often better.
I’ve made a habit of using tee -a $GITHUB_… for GitHub Actions CI “commands”, instead of >> $GITHUB_… . It improves debugging/introspection seemingly for free.
huonw.github.io/blog/2025/02...
13.02.2025 22:54
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Heya, thanks!
The code snippets/concepts in the talk itself are the only public ones I have to hand right now.
I’m happy to answer any questions, let me know.
02.02.2025 04:48
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Haha, thanks. My “slides” were just a bunch of tabs/windows, so it would’ve been extremely triumphant if macOS managed to put it all back in the right place!
26.11.2024 22:49
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At least #PyConAU is a kind crowd. I heard/felt the sympathy from the crowd.
26.11.2024 10:29
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Filed under “don’t need to do again”: laptop crashing hard, while speaking in front of a few hundred people… all my visuals were there!
26.11.2024 10:28
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