jmstdy95's profile picture. 🧑‍💻 Software Engineer | Antler '22 | Studied AI |

sharing about AI, tech, and startup while building things

James Tedy

@jmstdy95

🧑‍💻 Software Engineer | Antler '22 | Studied AI | sharing about AI, tech, and startup while building things

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🚀 Building an API that makes chatbot conversations feel natural & human. Still a WIP, but you can try it in RapidAPI. 👉 Here's the link: l.mateai.dev/twt


This is the kind of playbook early-stage startups should follow. Work with smaller creators, reward performance, and measure revenue.

I scaled Fluently app from $48K → $5M+ ARR during this year (that’s 100x growth) 🚀 A big part of this came from short-form videos: In just 200 days we got 1B+ views across TikTok/IG/YT with $0 ad spend! Here’s my blueprint for hacking UGC growth on social media 👇

yrebryk's tweet image. I scaled Fluently app from $48K → $5M+ ARR during this year (that’s 100x growth) 🚀

A big part of this came from short-form videos:
In just 200 days we got 1B+ views across TikTok/IG/YT with $0 ad spend!

Here’s my blueprint for hacking UGC growth on social media 👇


Wasn’t expecting GLM 4.6 Air to actually happen after the earlier update! Really glad to see it’s back on track. Hopefully it's faster than GLM 4.6 and have pretty good coding capabilities

Two quick updates: GLM-4.6-Air is still in training. We’re putting in extra effort to make it more solid and reliable before release. Rapid growth in GLM Coding Plan over the past weeks has increased inference demand. Additional compute is now deployed to deliver faster and…



Interesting benchmark from Kilo Code comparing Claude Haiku 4.5, GLM-4.6, and GPT-5 Mini for coding tasks. ✅GPT-5 Mini: safest concurrency (lease locks) ✅Haiku 4.5: fastest, zero tool-call errors ✅GLM 4.6: best architecture, most expensive Shows how trade-offs between speed,…

jmstdy95's tweet image. Interesting benchmark from Kilo Code comparing Claude Haiku 4.5, GLM-4.6, and GPT-5 Mini for coding tasks.

✅GPT-5 Mini: safest concurrency (lease locks)
✅Haiku 4.5: fastest, zero tool-call errors
✅GLM 4.6: best architecture, most expensive

Shows how trade-offs between speed,…

Just got back from a short holiday visiting family. A good reminder that taking breaks isn’t wasted time 👉 it’s maintenance. Your brain needs downtime as much as your codebase needs refactors.


👀My workflows with AI Coding Assitant lately: Assign AI to a goal/big task -> let AI do the work -> review the works/changes -> test it -> fix it. ✨ What's your workflow with AI Coding assistant?


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