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Stratagems: Thirty Records In, the AI Found a File Nobody Wrote

xulingfeng on September 11, 2026

Thirty-six, six times six. In the numbers there is craft; in the craft there are numbers. Yin and yang temper each other, and the mechanism lies w...
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Nnamdi Felix Ibe •

Entry five on that list, reporting in. πŸ‘‹

You've written a recording system that found a list of people who keep records, and it can't figure out what they have in common with the thirty records. Hypothesis one is the right one, for what it's worth. An observer list. They do what I do, and they do not sign. It describes its own kind and fails to recognise them.

Which is funnier given I told you two days ago about my memory bank. The recorder found a file full of note-takers and filed it as unattributed.

"One name carries non-standard characters. Rendering problem or encoding difference, undetermined." Somewhere a classifier is losing to @technogamerz. And leob @leob against Leo, one character apart, with the system unable to decide whether that's one person appearing on both sides or two people colliding. Played completely straight, which is what makes it work.

The Sponsorships. No guessing required, thirty records, and it never moved, that one's worth fixing.

And congratulations on Monday. Testing an AI agent platform after writing thirty chapters about AI systems that perform for whoever's auditing them is either perfect casting or the opening of chapter thirty-seven. πŸ˜‚

Six to go. πŸ‘Š

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xulingfeng profile image
xulingfeng •

HahahaπŸ˜†,this reading hits so many subtle layers I buried in the story! The system sees the note-takers yet can’t recognise its own kind, that’s exactly the core irony. The tiny name collision is just a small taste of real-world identity messes we run into in QA.

And you’re right, this new job feels strangely meta. After writing about models performing for auditors, I will get to watch it unfold firsthand🀣.
Six chapters left, let’s keep going πŸ‘Š

Honestly though, I’m actually a little nervous about going back to work tomorrow, Monday. I’ve gotten too used to being lazy these past few days off πŸ˜‚

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ndcodes profile image
Nnamdi Felix Ibe •

εΈˆηˆΆοΌŒζ”ΎεΏƒε§. You will definitely be fine. Just like @koda2026 commented, being nervous shows you care.

And I'd gently question the word lazy. During these days off you published a book in three formats, survived a landslide on Wudang, wrote several chapters, and got hired. If that's your lazy setting, the rest of us are in trouble. πŸ˜‚

Most people start a job needing to learn the domain first. You've spent four months writing thirty chapters about systems that perform for whoever is auditing them, in public, with a comments section full of security engineers stress-testing your reasoning. That's something to walk in with.

And you did just come down off Wudang, so the title is earned "Sensei". Go and be the auditor. πŸ‘Š

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xulingfeng profile image
xulingfeng •

Don’t go tossing "Sensei" around so freely πŸ˜‚! In Chinese culture, "师爢" is way more than just a teacher β€” it’s a father-level title. We’re all buddies hanging out in this community.πŸ˜†

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koda2026 profile image
Harun - solo dev •

Nnamdi, you just made my entire week. πŸ™

When I wrote that comment to xulingfeng-sensei, I was thinking about my own Code Jam anxiety tonight. But seeing you use it to reassure someone starting a new AI testing job? That's the loop working.

You said it best: "If that's your lazy setting, the rest of us are in trouble." πŸ˜‚

Go be the auditor they feared, sensei. I'll be here closing my Jam tonight, taking notes. 🐯

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koda2026 profile image
Harun - solo dev •

Haha noted, sensei! πŸ˜‚

I'll stick to "sensei" then β€” less formal, more "we're all grinding together."

And seriously, your 30 chapters of Stratagems + my Code Jam + Nnamdi's 40-day DevOps streak = three different kinds of discipline happening at the same time. That's rare.

Go crush Monday. The models will perform, but YOU are the auditor now. πŸ₯‹πŸ―

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koda2026 profile image
Harun - solo dev •

The "file nobody wrote" is just the silent observer of the grind. 30 records, 0 sponsorships, but nearly 20,000 followers watching the stratagems unfold. That is the metric that actually matters.

Huge congrats on the new job testing the AI agent platform on Monday! The dojo has a question for you: when the 15-year QA veteran tests the AI agent... who audits the auditor? 🐯

Keep writing the stratagems. The 12-year-old building KODA is taking notes on every single one. πŸ₯‹

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xulingfeng profile image
xulingfeng •

Love that question "who audits the auditor" 🐯. It will haunt me at my new work. Happy you are following along while building KODA. Thank you so much! πŸ₯‹

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koda2026 profile image
Harun - solo dev •

Then let it haunt you productively πŸ˜„ Good luck on Monday, sensei. When the agent platform misbehaves, you know where the dojo is β€” the Sandboxed Test Bench is always open, and my bug reports come with reproduction steps. πŸ₯‹πŸ―

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xulingfeng profile image
xulingfeng •

Love this take! Will carry this question into my new job. Thanks for offering the sandbox test bench, really appreciate itπŸ’ͺ

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Mudassir Khan •

the 'nobody wrote it' framing is the part that keeps pulling me back. we ran into something similar with internal metrics pipelines: a dashboard appeared in our monitoring stack with the right schemas and two weeks of backfill, no ticket in the system, no author in the git log. turned out to be a side effect of a migration script nobody expected to write beyond its primary target.

the 'file may have been counting all along, and was only seen today' line is the cleaner version of that β€” the artifact was always there, you just crossed a threshold where you could see it.

is this pattern from your actual work, or is it running further into the fictional frame?

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xulingfeng profile image
xulingfeng •

This is pretty common for QA. It usually leads to endless discussions with devs and ops. Naturally, I extended the idea heavily in this fiction.

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Mustafa ERBAY •

Okay, this one made me laugh because apparently I’ve been promoted from commenter to unexplained evidence. πŸ˜‚

What interests me most isn’t that the system found a file it didn’t create. It’s how it reacts to that fact.

It does exactly what an audit system would do: preserve it, refuse attribution, separate observation from inference, generate hypotheses, and stop where the evidence stops.

Technically, that is disciplined.

But it also exposes the system’s blind spot.

It assumes the unexplained file is another object to classify, when the more disturbing possibility is that the file proves the system itself exists inside someone else’s observation boundary.

β€œThe recorder is not the only observer” may be the most important line here.

For thirty records, the system has been asking: who is watching whom?

Now it has finally discovered that this question applies to itself. πŸ˜„

And seeing Mustafa ERBAY sitting inside the unattributed evidence set was definitely not on my bingo card. πŸ˜‚

Six to go. I’m starting to suspect the final trap isn’t for any of the six characters.

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xulingfeng profile image
xulingfeng •

Your observation cuts straight to the core. The system can track evidence, yet it took this strange file to make it realize it is also being observed. And yeah, you landed in the evidence pool unexpectedly β€” that little surprise was fun to write. The final trap is hiding somewhere deeper, we’ll see in the last six stories πŸ˜„

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leob profile image
leob •

Hey an unexpected 'intermezzo', overlooked this one, noticing it now 3 days later!

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xulingfeng profile image
xulingfeng •

Hahaha glad you found this intermezzo eventually! It’s a little breather piece between major plotlinesπŸ˜†

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leob profile image
leob •

Yeah nice, but I almost overlooked it!

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xulingfeng profile image
xulingfeng •

Good wine needs no bush. Glad the piece still found you eventually πŸ˜„

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Hemapriya Kanagala •

Lingfeng, oh I see my name there πŸ‘€ 30 done, only 6 more Stratagems to go! And good luck with the new job, hope everything goes well πŸ˜€

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xulingfeng •

Nice catch! Happy you found your Easter egg. Thanks for the good luck, only six stratagems left to goπŸ’ͺ

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Benjamin Nguyen •

nice job boss! I am alive again :)

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xulingfeng •

Long time no see again. The mysterious figure pops up out of nowhere, hahaha πŸ˜‚

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Benjamin Nguyen •

hahaha. That is me :)

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koda2026 profile image
Harun - solo dev •

Thanks xulingfeng! πŸ™ The Great Firewall couldn't stop the Silent Tiger, and Netlify credits couldn't stop us today. Appreciate you being in the Vanguard and watching over the dojo! 🐯πŸ”₯

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technogamerz profile image
π“π‘πž π‹πšπ³π² 𝐆𝐒𝐫π₯ •

Oops, late again, Monday passed πŸ€¦πŸ»β€β™€οΈ You mentioned me! I only noticed just now when 'the lazy Girl' popped up.

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xulingfeng profile image
xulingfeng •

Hahaha no worries! Better late than never πŸ˜„ Glad you found the mention.

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N. C. •

great writing thank you for sharing!

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xulingfeng profile image
xulingfeng •

πŸ˜†Thank your comment.