Cody (@codez) header
Cody (@codez) profile picture

Developer. Researcher. AI/ML. Computer Vision. Python. C++.

ldn/blr
Joined August 2020
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Replying to @codez
Agree. The shift from pure reaction to internal simulation is real. One detail still feels under-discussed: once the world model has to condition on the actions themselves, the action representation (esp orientation) start mattering more than it usually does in modelfree setups.
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I love remote work because my coworkers have no idea how ridiculous I look during a difficult debugging session
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Cody retweeted
PHP2Shell is causing absolute chaos. Two critical vulnerabilities in PHP itself (both rated 9.2/10), with governments scrambling to patch. Even Australia's own cyber.gov.au was disrupted. For context, our Drupal-based GovCMS supports 300+ government websites across 100+ agencies. That's a lot of PHP to worry about. Cloudflare had WAF protections ready before disclosure. This is exactly the kind of incident I used to engineer infrastructure to handle without breaking a sweat. Makes you wonder how much of it needs PHP in the first place. That's partly why I built App Composer on Cloudflare Workers. composer.loftwah.com
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You kept a income disclosure but you have created a confusing form which double count income and asset created with same income . You are silent on income conversion rule 115 . You named salaried people’s taxed money black money .
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I would rather receive BMA notice and fight ITAT court case rather than pay 1 lakh on a tax paid asset. More than 100 people I know are doing the same. Good luck, ITD.
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Breaking News! BuildHop is going to Harvard👩‍🎓
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Manchester United Football Club
What was awesome as a kid, but sucks as an adult?
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THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS THIS
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Some random observations from working with AI agents lately: Managing 10+ AI agents at once has put me in a very unexpected conundrum called supervision fatigue. 1. Are AI agents getting the work done faster in parallel? Yes. 2. But do I now have to constantly switch between contexts, review what each one did, correct scope, and decide what gets merged? Also, yes. 3. And who’s accountable when something goes wrong? Me and me only. 4. Can I blame an AI agent for a production outage and save my job? No way. I didn’t expect AI-assisted engineering to be this mentally noisy. 👩‍💻🥹
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Cody retweeted
Had an "interview" for a blockchain project last week. Camera was on, we're chatting, and the guy tells me to clone a GitHub repo and run it locally before we go further into the technical round. I said sure, but first can you do me a favor hold up 3 fingers in front of your face for me real quick. He froze. Didn't move. Just sat there for a few seconds before the call cut off and he blocked me. That's when I knew. A real interviewer doesn't glitch out over a random ask like that. A deepfake/AI overlay does. These "run this repo" scams are getting scary common in crypto and dev hiring right now. The setup is always the same: - flattering DM - real-sounding project - rushed timeline - a "quick step" before the call that's really just remote access or a credential stealer in disguise. If someone wants you to run code or install something before you've even had a real conversation, that's the whole scam. Trust the instinct. Stay safe out there.
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they should think about it
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I recently watched the famous lecture by the late MIT professor Patrick Winston, titled ‘How to Speak.’ He opens by saying: “Your success in life will be determined largely by your ability to speak, your ability to write, and the quality of your ideas, in that order.” Freaking brilliant.
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Twitter, help me out 🥹 My husband is looking for a job switch. He’s an IIT graduate with 6 years of experience in full-stack web development, with expertise in: Java • Spring Boot • Microservices • PostgreSQL • AWS • Angular Exploring opportunities in Full-Stack / Backend Software Development roles. If you know of a team hiring, a recruiter I should connect him with, or can refer him somewhere please DM me 🥹🤌🏻 Even a simple RT could help us reach the right person. 🫶 hoping to find the right role through my amazing network 🫡
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before: i'd apologize for the bot getting something wrong now: i just say "yea it does that sometimes, here's the fallback." clients relax more when you're honest about the ceiling instead of pretending there isn't one
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What Will This Output?? Don’t use AI. Use your brain.🧠Wrong answer? No problem. JavaScript ke saste nashe dekho tum!💀
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Friday night work vibes 🤓
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Tired of using 5 tools to publish 1 blog post? I built RankAhead to run the full pipeline in 1 place : -Topic clusters & calendar -Custom tone -Interlinked AI articles -Auto-thumbnails -1-click CMS publishing Go from URL to live post in minutes👇

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I can't believe that Steve Jobs, Abraham Lincoln, God and I all agree that this dude is obnoxious.
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Sorry to say but: Engineering ≠ coding.
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