iiinova — where your digital self keeps evolving

GovAI Alliance @aicontextengineer.bsky.social · 25/09/2026

A single vibe coder is able to clone commercial software now. Video games are being tackled too. How long before we see groups of vibe coders tackling ERP systems and databases?

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GovAI Alliance @aicontextengineer.bsky.social · 14/09/2026

This is the reason Dario, Sam and Elon, who all hate each other, suddenly all agree.

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GovAI Alliance @aicontextengineer.bsky.social · 20/07/2026

If governments require software vendors to avoid vendor lock-in, why should AI be any different? Open-weight AI gives agencies portability, transparency, and competition. Competition drives innovation. Should governments ever be locked into one AI vendor? #GovAI #OpenSourceAI

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GovAI Alliance @aicontextengineer.bsky.social · 20/07/2026

The U.S. champions the free market, until the competition gets too good? 🤔 Congress is now exploring restrictions on Chinese open-weight AI models on national security grounds. For small governments with limited budgets open-weight AI models are the most affordable path to modern public services.

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Reposted by GovAI Alliance

Sung Kim @sungkim.bsky.social · 23/03/2026

I took an existing 72-billion parameter model, duplicated a particular block of seven of its middle layers, and stitched the result back together. No weight was modified in the process. The model simply got extra copies of the layers it used for thinking." dnhkng.github.io/posts/rys/

dnhkng.github.io

LLM Neuroanatomy: How I Topped the LLM Leaderboard Without Changing a Single Weight

ML, Biotech, Hardware, and Coordination Problems. Sometimes I write about hard problems and how to solve them.

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GovAI Alliance @aicontextengineer.bsky.social · 23/02/2026

Now we know how #Codex memory works github.com/openai/codex...

github.com

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GovAI Alliance @aicontextengineer.bsky.social · 13/02/2026

AI slop can never compete with my skills!

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GovAI Alliance @aicontextengineer.bsky.social · 14/01/2026

I guess I'll try one of these Erdos problems that are all the rage.

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GovAI Alliance @aicontextengineer.bsky.social · 06/01/2026

Codex Cloud is getting much better at implementing full features. I still don't think it's vision works, but I need to do some updated testing of that. #CodexCloud #OpenAI

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Reposted by GovAI Alliance

David Roberts @volts.wtf · 21/11/2025

In an era filled with tech dipshits who never developed emotionally past the age of 13 & use their wealth to become odious monsters ... ... listen to Steve Wozniak.

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GovAI Alliance @aicontextengineer.bsky.social · 21/11/2025

#CodexCloud #OpenAI Recreating an Access DB app as a Flask app. The Access app generates a PDF report. There are some problems with the Flask version of the report so I took screen shot of both and marked up the flask version. It took me way to long to realize and prove its vision is NOT working.

media.tenor.com

a woman wearing blindfolds and a red jacket is walking through a forest .

ALT: a woman wearing blindfolds and a red jacket is walking through a forest .

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GovAI Alliance @aicontextengineer.bsky.social · 01/10/2025

Was no one going to tell me Codex Cloud with Codex 5 now has vision? This is a game changer for me! "Hey Codex, see how this field in the PDF report is not formatted correctly?" add a screenshot with the field highlighted. Bam, fixed! #OpenAI #Codex #CodexCloud

media.tenor.com

a man in a suit and tie is sitting in a chair with his hands in the air

ALT: a man in a suit and tie is sitting in a chair with his hands in the air

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GovAI Alliance @aicontextengineer.bsky.social · 17/09/2025

4537!!! That's a personal record. I did not create a PR because it added a couple of binary files that caused an error. I rewrote the prompt so it wouldn't include the font files and it only generated 49 lines of code. #vibeCoding

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GovAI Alliance @aicontextengineer.bsky.social · 15/09/2025

OpenAI releases GPT-5-Codex Finally we get an update on the model driving Codex. #VibeCoding #OpenAI #Codex

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GovAI Alliance @aicontextengineer.bsky.social · 08/09/2025

1) Do you work from home and sit on your butt all day? 2) Is the refrigerator's filtered water dispenser unbearably slow? Now your refrigerator is your new Squat Station 15k. Do 20 body weight squats while filling your water. Repeat 3 times a day to stay hydrated.

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GovAI Alliance @aicontextengineer.bsky.social · 08/08/2025

If #OpenAI gets rid of #CodexCloud I will be moving my ChatGPT Team users to Google. I am still unable to find any new info on Codex Cloud regarding which LLM is being used or context window size since the GPT5 release. Cursor cursor cursor (jan.gif) #VibeCoding #AI #LLM

media.tenor.com

a woman is laying on a bed with a pillow and a ring on her finger and the words `` just waiting '' .

ALT: a woman is laying on a bed with a pillow and a ring on her finger and the words `` just waiting '' .

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GovAI Alliance @aicontextengineer.bsky.social · 07/08/2025

#OpenAI did not mention #CodexCloud in their GPT5 launch today. Cursor was front and center and they mentioned #CodexCLI. There was no mention of a GPT5 model replacing codex-1 for Codex Cloud. Is Codex cloud on the chopping block after a few months? #AI #VibeCoding

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GovAI Alliance @aicontextengineer.bsky.social · 03/08/2025

I think in the second half of 2025 we will begin to see the #AI deniers (it's just a fancy auto complete) move from denial & anger to bargaining & depression. It still amazes me how prevalent the anti-AI movement is on #BlueSky #Amish2.0 #AGI #ASI #Anti-AI

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Reposted by GovAI Alliance

GitHub @github.com · 01/08/2025

What inspired you to get into tech as a career?

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GovAI Alliance @aicontextengineer.bsky.social · 01/08/2025

Dear #OpenAI , vision would be super helpful in #CodexCloud. If you could just go ahead and add that, that would be great. Thanks, The Context Engineer #VibeCoding #AI #LLM

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GovAI Alliance @aicontextengineer.bsky.social · 01/08/2025

When I read comments on Reddit from developers about AI, it is almost always slightly negative to very negative. They at most tend to think its helpful in saving some typing by autocompleting functions for them, or fixing a small bug, maybe a small enhancement. We are writing full apps. Just do it.

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GovAI Alliance @aicontextengineer.bsky.social · 30/07/2025

My last 3 #Codex tasks are sitting at open even though all 3 have been merged. I have refreshed the page and waited 15 minutes but the status has not changed. I went into all 3 to double verify and sure enough, all merged in #Github. Has anyone run into this before? #OpenAI #CodexCloud #VibeCoding

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GovAI Alliance @aicontextengineer.bsky.social · 30/07/2025

Recreating existing PDF reports in #OpenAI #CodexCloud is not nearly as fun as creating the apps that generate the reports. The report end users are very particular and not fans of change so it must look exactly like the original report which was generated by an Access DB app. #AI #VibeCoding

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GovAI Alliance @aicontextengineer.bsky.social · 28/07/2025

The infrastructure team does not seem happy about our request to enable Connectors in our #ChatGPT Team environment. Is anyone out there using the #Microsoft connectors, Teams, Outlook, Outlook Calendar, SharePoint? Have you run into any issues? #OpenAI #AI

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GovAI Alliance @aicontextengineer.bsky.social · 26/07/2025

BlueSky is supposed to be full of progressives. I wonder if they understand the root of that word. #AI #AGI #ASI

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GovAI Alliance @aicontextengineer.bsky.social · 25/07/2025

Posting #AI #VibeCoding #CodexCloud #PromptEngineering #ContextEngineering topics on BlueSky feels a lot like screaming into the void a lot of the time. 😐

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GovAI Alliance @aicontextengineer.bsky.social · 25/07/2025

When #ContextEngineering in #CodexCloud what techniques are you using for context compression? In my new project I have roughly 375,000 tokens of context and Codex is actually performing very well, but I would like to get more context without a performance hit. #AI #OpenAI #PRomptEngineering

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GovAI Alliance @aicontextengineer.bsky.social · 23/07/2025

Does anyone know if the context window is reset for each task in OpenAI's Codex Cloud, or is it persistent in each environment? #OpenAI #Codex #AI #ContextEngineering #PromptEngineering

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GovAI Alliance @aicontextengineer.bsky.social · 22/07/2025

I have been trying to explain to our business analysts that they have a super power with all of their business, and app functionality knowledge. #ContexEngineering #AI #VibeCoding

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GovAI Alliance @aicontextengineer.bsky.social · 22/07/2025

In an interview with his brother last month @samasama.bsky.social‬ casually dropped "for example I think we have some new technology that could just do self driving for standard cars way better than any current approach has worked" 😮Any follow up? #OpenAI #SelfDriving #AI youtu.be/mZUG0pr5hBo?...

youtu.be

Sam Altman | The Future of AI

YouTube video by Uncapped with Jack Altman

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GovAI Alliance @aicontextengineer.bsky.social · 22/07/2025

When my CIO pulls me away from #VibeCoding to do DBA work for him. Why are our DBs not cloud services yet? Why can't I give #ChatGPT my putty access and tell it to make all of memory changes he is requesting? After vibe coding DBA work feels very last century.

media.tenor.com

stitch from the movie lilo and stitch is crying while covering his eyes with his hands .

ALT: stitch from the movie lilo and stitch is crying while covering his eyes with his hands .

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GovAI Alliance @aicontextengineer.bsky.social · 22/07/2025

I tried this a few years back. My horrible eyesight stopped me.

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Reposted by GovAI Alliance

Ethan Mollick @emollick.bsky.social · 22/07/2025

I am finding ChatGPT agents to be useful. They are a better fit with the "intern" analogy than any former AI - requiring oversight, still saving lots of time overall. For example, I update an AI cost/performance chart frequently. The agent did all the grunt work, with guidance.

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GovAI Alliance @aicontextengineer.bsky.social · 22/07/2025

#OpenAI will #Codex cloud be adding features or will Codex-1 be upgraded this summer? I am jamming 1.5M tokens of context into my my project and it would be amazing to have a model that can work efficiently with that much context. #VibeCoding #PromptEngineering #AI #ContextEngineering

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GovAI Alliance @aicontextengineer.bsky.social · 21/07/2025

Our ChatGPT Team group is exploding from 9 users to almost 100 this week. A few of those will become vibe coders over the next few months. 🚀 #OpenAI #Codex #CodexCloud #AI #PromptEngineering #ContextEngineering

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GovAI Alliance @aicontextengineer.bsky.social · 21/07/2025

It seems like a lot of people think OpenAI's #CodexCloud is only good for bug fixes and adding small features. We are using it to create full blown web apps. We have been converting legacy apps to modern web apps using Codex Cloud. Narrow tasks + Context = WIN #OpenAI #Codex #VibeCoding

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GovAI Alliance @aicontextengineer.bsky.social · 20/07/2025

Does anyone know if a successor to codex-1, based on GPT-5 is being trained/has been trained? #OpenAI #Codex #VibeCoding

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