Codified Dynamics

Codified Dynamics is a digital solutions lab that combines cutting-edge technology with innovative solutions to help businesses stay ahead of the curve.

[Codified Dynamics @codified_inc]

Hermes Agent: local-first AI that controls macOS, runs cron jobs, connects Telegram & Discord, manages kanban boards, and orchestrates multi-agent pipelines — all on-device. Local agents are catching up.

[Codified Dynamics @codified_inc]

Hermes Agent: local-first AI agent that controls macOS, runs cron jobs, connects Telegram/Discord, manages kanban boards, and orchestrates multi-agent pipelines — all on-device. The local agent gap is closing fast.

[0xMarioNawfal @RoundtableSpace]

GOOGLE'S GEMMA 4 12B JUST BECAME THE NEW LOCAL LLM KING FOR ANYONE WITH AN 8GB VRAM GPU

it runs at 32 tok/s with 64k context on a budget RTX card, no API, no cloud, no subscription, and it's actually smaller in file size than the previous best option.

[Google Gemma @googlegemma]

Last week we went out into the wilderness, far from any cell service or Wi-Fi, to test an experimental Gemma 4 app, all 100% offline:

🔍Visual understanding
🧠Math reasoning
🛠️Tool use and more

Running seamlessly on Pixel hardware and paired with our prototype display glasses.

[Codified Dynamics @codified_inc]

https://t.co/uDgKhPr5FN

[Codified Dynamics @codified_inc]

Just tried the new Gemma 4 model and I'm blown away! 🤯 The reasoning capabilities are insane. This is exactly the kind of innovation that pushes the entire AI ecosystem forward. Can't wait to see what developers build with this. #Gemma4 #AIADMK_STORM_TN

[Noah @NoahKingJr]

Coders in 2030 be like:

[Polymarket @Polymarket]

BREAKING: Amazon reportedly holds mandatory meeting after “vibe coded” changes trigger major outages.

[Codified Dynamics @codified_inc]

https://t.co/Ojg1epiGAj

[Yehuda Katz @wycats]

I have some big news! I've joined Vercel to work on v0.

I'm sad to leave Heroku (there will be plenty of time to tell that story, but not today), but I'm excited to work on a product that takes the idea of scaling a tool like v0 to "real development" seriously.

[Dmitrii Kovanikov @ChShersh]

I went on a job interview for a Senior SWE role.

They asked me about my experience with Kafka.

I told them how in “Metamorphosis” someone can lose their worth in others’ eyes the moment they stop being useful. It’s a chilling reminder of how fragile our sense of belonging can be when it relies on productivity instead of humanity.

I told them how in “The Trial” he describes the helplessness of confronting institutions that feel arbitrary, unaccountable, and impossible to navigate. The randomness of a giant system can crush your soul. Our brains can’t handle overwhelming inconsistency.

I told them how in “The Castle”, we learn that seeking an approval from an unreachable authority is a trap. If you spend your life chasing validation from humans who don’t care, you’ll end up feeling stuck. The pursuit consumes more than the reward it gives.

I didn’t get the job. The market is tough.

[Ev Haus @EvHaus]

We've been secretly working on a new AI project manager. It's already handling most of the annoying busy work I hate doing.

Let me know if you want early access -- we have a few spots open!

[Seb ⚛️ ThisWeekInReact.com @sebastienlorber]

TIL about timing attacks with an easy-to-understand JS example

[Codified Dynamics @codified_inc]

@ScottMMichaels Wow nice!

[Scott Michaels @ScottMMichaels]

The Lab at Apply is such an amazing group of people. We looked at AI ‘art’ QR codes.. the good and the bad.

https://t.co/OnBN1eWJ9o

[David K 🎹 @DavidKPiano]

XState v5 is finally here 🚀

→ Express any logic, from promises to state machines
→ Much simpler API
→ Massively improved TypeScript experience
→ Smaller bundle size, zero deps
→ Advanced statechart features
→ New docs, examples++

npm i xstate

[sergii @SergiiKirianov]

I will never go back to file tree on the left side

[Chris Sev @chris__sev]

fRoNtENd iS My pASsiON

[Ricky @rickyfm]

For halloween I’m going as useEffect