Building FluentDocs → fluentdocs.dev | Web Dev & AI Agent Dev
Joined March 2021
- Tweets 536
- Following 353
- Followers 124
- Likes 2,326
71 Photos and videos
Pinned Tweet
May 21
Is FluentDocs dead?
To keep it short: no. To provide fast-moving teams with more reliable drift detection, I have pivoted to a deterministic-first approach using static analysis for accurate drift detection and LLM only where needed.
fluentdocs.dev/
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May 28
Insane 😲
Gemini Omni is insanely impressive.
People are unlocking new creative ways to use it.
10 wild examples:
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May 27
Currently, I am trying to create traceability links between the docs and the code, which will serve as the foundation for drift detection.
Using a subset of the LangChain documentation as a test case, I have achieved ~50% precision, ~90% recall, and ~1 min recovery time.
May 21
Is FluentDocs dead?
To keep it short: no. To provide fast-moving teams with more reliable drift detection, I have pivoted to a deterministic-first approach using static analysis for accurate drift detection and LLM only where needed.
fluentdocs.dev/
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Feb 25
Putting in so much work to create my own startup.
I am stressed, strained, and tired 😮💨. Hopefully, this works out. If it doesn't 😢
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We go again
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Feb 10
Took this further by turning Gemini 3 into a Stylist.
You can try it out to see what it comes up with:
gemini-stylist-portfolio.ver…
Jan 28
Vibe coded my first 3D website and portfolio with Antigravity
Bruno Simon’s 3D Portfolio has stuck with me ever since I first saw it. Google's New Year, New You Portfolio Challenge presented the perfect opportunity to build mine.
Link:
tammibriggs-portfolio-184232…
#threejs
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Feb 4
Let me do too 😄.
Create a caricature of me and my job based on everything you know about me.
Also, prompt out the logo that was on the hoodie.
Feb 4
Create a caricature of me and my job based on everything you know about me.
... huh
ALT Smiling caricature of a software developer and educator sitting at a desk with multiple screens of colorful code, holding a “Programming Basics” book, surrounded by programming icons, a video call on a laptop, and teaching diagrams on a whiteboard in a bright, digital workspace.
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Feb 4
Here is the GitHub repo for any one interested. github.com/Tammibriggs/3d-ar…
Jan 28
Vibe coded my first 3D website and portfolio with Antigravity
Bruno Simon’s 3D Portfolio has stuck with me ever since I first saw it. Google's New Year, New You Portfolio Challenge presented the perfect opportunity to build mine.
Link:
tammibriggs-portfolio-184232…
#threejs
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Jan 28
Vibe coded my first 3D website and portfolio with Antigravity
Bruno Simon’s 3D Portfolio has stuck with me ever since I first saw it. Google's New Year, New You Portfolio Challenge presented the perfect opportunity to build mine.
Link:
tammibriggs-portfolio-184232…
#threejs
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Jan 28
This would be perfect for my recently built 3D portfolio:
tammibriggs-portfolio-184232…
Jan 27
It's finally happening—Three.js Water Pro launches tomorrow! 🚀
WebGPU-based FFT ocean simulation, physically accurate lighting, buoyancy system, dynamic sky, and more.
🚨 Waitlist closes in 8 hours—last chance for 20% OFF threejsroadmap.com/assets/th…
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Tammibriggs retweeted
Jan 22
We just dropped a challenge with @github!
Build with GitHub Copilot CLI for a chance to win:
💰 $1,000 USD
🎟️ Ticket to GitHub Universe
➕ GitHub Copilot Pro Subscription
🏆 Exclusive DV Badge
dev.to/devteam/join-the-gith…
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Jan 9
FluentDocs is gradually evolving into a Cursor for documentation maintenance, at least as an initial goal.
It can now detect outdated documentation when code changes, suggest focused reviewable updates, which can be accepted, discarded, or edited in our editor, and the result shipped as a pull request.
#BuildInPublic #AIAgents #DevTools
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22 Dec 2025
I guess Python is the best language for building AI Agents, due to how mature and extensive its ML/AI ecosystem is.
I ended up migrating my agent backend from JavaScript to Python just to access certain tools. Good thing I realized this before launch.
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15 Dec 2025
Its a new day with renewed energy 🚀
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