Allan Zapata

202 posts

Allan Zapata

Allan Zapata

@azapsoul

I build weird and useful AI tools, post experiments daily - Data Science student @UNIVERSIDAD_PMA.

Panamá Katılım Haziran 2025
266 Takip Edilen11 Takipçiler
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Allan Zapata
Allan Zapata@azapsoul·
I've been working on a project for 6 months that's close to seeing the light of day. It was born from teachers who left a mark on me and my desire to improve the educational system. The idea was to use AI to help them automate monotonous parts of their work (e.g., grading), but along the way, I learned that AI can amplify the defects of the current system if we let profit-seeking startups implement their solutions without safeguards. Imagine a student doing their homework with an AI, and then the teacher using that same AI to grade it... Right now, AI is taking advantage of education, but it should be the other way around. That's why fairgradeproject.org was born. It's an initiative where teachers, students, politicians, and AI developers come together to ensure that the next generation of academic tools comes from rigorous research and from the people who will actually be impacted. Part of the project involved creating an LMS that allows teachers to manage their courses and students with AI integrations within the platform. It will also allow students to study and collaborate effectively. You can try it right now by visiting platform.fairgradeproject.org. If you're interested, you can reach out to me and I'll send you more details. I'll share more about the project soon 😳
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Tanzeel
Tanzeel@Tanzeel_x·
@EsotericCofe I won't prefer this constantly changing layout, too distracting. Tell me if i am wrong
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Allan Zapata
Allan Zapata@azapsoul·
Everytime I open this app there is a new Claude/Anthropic announcement
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Allan Zapata
Allan Zapata@azapsoul·
It's insane how many times gemini has attempted to kill itself, and today it actually did
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POM
POM@peterom·
Introducing Desloppify v0.9! I'm so convinced that this can make vibe code well-engineered that I'll put my money where my mouth is. If you can find something poorly engineered in its 91k+ lines of code, I'll give you $1,000. Details in Github issue, you have 48 hrs.
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Allan Zapata
Allan Zapata@azapsoul·
Video will be solved when I can attach a demo of my app and generate a realistic video of a pretty hand using it following the same taps I made
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Allan Zapata
Allan Zapata@azapsoul·
I require way more tokens to pull this off
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Allan Zapata
Allan Zapata@azapsoul·
nobody needed to know
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Allan Zapata
Allan Zapata@azapsoul·
@DotCSV Quizás es mejor "Pensando..." para cuando esté usando herramientas y streaming cuando esté enviando texto
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Allan Zapata
Allan Zapata@azapsoul·
On Codex, what's cheaper? 1. Starting a new session and making Codex read new context to update/add ~400 LoC 2. Using an old session (~50% remaining context) that already knows the codebase Are cache tokens effectively free?
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jason liu
jason liu@jxnlco·
Who’s the most cracked student hackers you know. We got something cooking for them Nominate them below :) (It’s ok if they are not Waterloo)
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ty@tjcages·
decided the world needs an ios-style pop sheet layout built in react will probably release a package for it soon
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Allan Zapata
Allan Zapata@azapsoul·
I'm feeling like I have less codex usage
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Allan Zapata
Allan Zapata@azapsoul·
new codex update this looks pretty
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Allan Zapata
Allan Zapata@azapsoul·
Yeah, now I can't write code manually. AI will just do it better. My job now is to do research, understand architectures and have taste
Andrej Karpathy@karpathy

It is hard to communicate how much programming has changed due to AI in the last 2 months: not gradually and over time in the "progress as usual" way, but specifically this last December. There are a number of asterisks but imo coding agents basically didn’t work before December and basically work since - the models have significantly higher quality, long-term coherence and tenacity and they can power through large and long tasks, well past enough that it is extremely disruptive to the default programming workflow. Just to give an example, over the weekend I was building a local video analysis dashboard for the cameras of my home so I wrote: “Here is the local IP and username/password of my DGX Spark. Log in, set up ssh keys, set up vLLM, download and bench Qwen3-VL, set up a server endpoint to inference videos, a basic web ui dashboard, test everything, set it up with systemd, record memory notes for yourself and write up a markdown report for me”. The agent went off for ~30 minutes, ran into multiple issues, researched solutions online, resolved them one by one, wrote the code, tested it, debugged it, set up the services, and came back with the report and it was just done. I didn’t touch anything. All of this could easily have been a weekend project just 3 months ago but today it’s something you kick off and forget about for 30 minutes. As a result, programming is becoming unrecognizable. You’re not typing computer code into an editor like the way things were since computers were invented, that era is over. You're spinning up AI agents, giving them tasks *in English* and managing and reviewing their work in parallel. The biggest prize is in figuring out how you can keep ascending the layers of abstraction to set up long-running orchestrator Claws with all of the right tools, memory and instructions that productively manage multiple parallel Code instances for you. The leverage achievable via top tier "agentic engineering" feels very high right now. It’s not perfect, it needs high-level direction, judgement, taste, oversight, iteration and hints and ideas. It works a lot better in some scenarios than others (e.g. especially for tasks that are well-specified and where you can verify/test functionality). The key is to build intuition to decompose the task just right to hand off the parts that work and help out around the edges. But imo, this is nowhere near "business as usual" time in software.

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Udara
Udara@TGUPJ·
16 years on this dial and seiko lumibrite refuses to age
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