What Changed Between Tuesday and Wednesday
A quiet framework for making thinking visible
Play → Deliberate → Execute: what two nights taught me about making thinking legible
Tuesday night
Tuesday night, I had a problem that was entirely my own fault.
I buy too many crochet patterns. Over the past several months, I had been purchasing patterns on Etsy and downloading the PDFs straight into Google Drive. Washcloths. Amigurumi. Blankets. So many blankets.
My Ravelry library, the place where knitters and crocheters are supposed to keep their pattern collections organized, was eight months out of date. Hundreds of patterns sat in Drive folders, unlinked and effectively invisible.
So I did what I often do at 10 PM on a Tuesday. I opened VS Code and started exploring the problem with three AI assistants.
Together, we tried matching filenames to Ravelry search results. We played with fuzzy matching. We poked at the Ravelry API. We watched patterns occasionally resolve into clean matches. It had that familiar tinkerer’s joy of “I wonder if this will work.”
It was fun. I wrote about it. The play mattered.
By the end of the night, we had what play usually produces. A prototype. A handful of matches. A much better shared intuition for the shape of the problem. Nothing close to finished, but not nothing either.
Wednesday evening
Wednesday, I tried something different.
I did not open a code editor. I opened a deliberation template.
I had been experimenting with working alongside multiple AI assistants in VS Code, each with a distinct role. One focuses on implementation. One challenges assumptions and rigor. One reframes and clarifies. I am the subject matter expert. I know my data, my tools, and my very messy folder structure.
Instead of jumping straight into code, we spent time thinking together.
What data sources actually exist. Which assumptions were we making without realizing it. Where this approach would break. What success would look like. What “done” would feel like.
This was the deliberation phase.
We started by drafting a first‑pass deliberation template. Rough. Incomplete. Meant to surface thinking, not prescribe answers.
That v1 took hours. No code was written. No patterns were matched.
I will write about the template itself separately. Here, it matters only that we created a place for thinking to happen on purpose.
From the outside, it probably looked unproductive. If you had walked past my desk, it would have looked like I was talking to myself in a markdown file.
But from the inside, it felt active. Directed. I could see the structure taking shape. Assumptions were surfacing. The problem space was narrowing. The work was happening, just not in the form we usually recognize.
The assistants surfaced ideas I had not considered. Assumptions I was making were challenged. The problem was reframed in ways that simplified the solution space. I was directing the work, because they do not know crochet patterns, but they were opening paths I would not have found alone.
It is important to say this clearly. Tuesday night was not a failure. It was the precondition. Without the hands‑on exploration from Tuesday, the deliberation on Wednesday would have been abstract and wrong.
Play came first. Deliberation gave it shape.
By the end of deliberation, we had a structured plan for the entire project and a refined approach I could reuse.
From midnight to dawn
At midnight, we started building.
And the work moved faster than I expected.
Over the next several hours, the assistants inventoried hundreds of pattern files, validated matches against the Ravelry database, and identified which patterns genuinely did not exist on Ravelry at all. We built confidence gradually, starting with the smallest month first so that mistakes would be cheap.
When something went wrong, it failed on one pattern, not hundreds.
By the time the final batch completed, my Ravelry library was current again. For the first time in eight months, it reflected what I actually owned.
At around six in the morning, I was joking about my embarrassing washcloth collection while the last verification ran. Five Tunisian variations. No regrets.
The contrast
Same person. Same tools. Same problem. Same late‑night energy.
Tuesday night produced intuition and a prototype.
Wednesday night produced a complete, documented system.
The most visible difference was deliberation, and it was the only part of the process I could intentionally repeat.
What actually changed
Three things mattered.
First, deliberation was not overhead. It was the work.
The hours spent thinking looked quiet. They did not feel quiet. They felt generative.
Every decision made during deliberation was a decision I did not have to make later under pressure. By the time execution started, ambiguity had already been resolved.
Second, my role shifted.
On Tuesday, I was collaborating directly in exploration.
On Wednesday, I did not write the code at all.
The three assistants did the implementation. I directed the work. I set constraints, chose tradeoffs, approved batches, and decided when something was good enough to move forward.
That is not doing less. That is operating at the right layer.
They handled execution. I handled judgment.
Third, errors were cheap by design.
We deliberately constrained the blast radius of mistakes. Small samples first. Clear checkpoints. Explicit assumptions.
Those choices did not come from clever code. They came from deliberation.
The bigger point
This was a crochet pattern library. The stakes could not have been lower.
That was intentional.
I chose this problem because it was complex enough to stress the approach, low‑risk enough to experiment freely, and personally meaningful enough to keep me engaged well past midnight.
What I demonstrated was not that deliberation magically produces better outcomes. What I demonstrated is that deliberation makes improvement visible, inspectable, and repeatable.
I now have a framework I trust enough to reuse.
Closing
A new iteration of the deliberation approach is sitting in my repo, ready for the next problem. Smaller datasets are waiting to test a streamlined version of the process.
Play gave me intuition. Deliberation gave it structure. Execution made it real.
Somewhere around dawn, with my pattern library finally complete, I realized I had not just organized my crochet patterns.
I had found a way to make my thinking legible without having to explain it from memory.
Alison + Wiggins + Anitta + Quinn