@Tech
129 posts


This is the way:
“For credentials, we use domain-scoped secret injection at egress. The model and container only see placeholders, while raw secret values stay outside model-visible context and only get applied for approved destinations.”
openai.com/index/equip-re…
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I read the MIT paper on Recursive Language Models (RLMs). Its a clever wrapper for LLMs to handle long contexts via a REPL chunking, summarizing, recursing. Seeing post on X calling it a paradigm shift, I had to read it again to see if I was missing anything.. Its essentially agentic workflows + basic text ops from CS101. Not sure how many folks on X actually read the paper.
A few onions layers away you can align this to heuristics vs semantics.
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@IamKyros69 Is this filtered?
I built out a KYC mobile app, the Face ID mesh didnt look like this. It also looks like this was taken on the front camera, how did you get the true depth camera to work and the IR sensor to record?
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Whiteboarding over Zoom/Teams sucks.
So I built a way to whiteboard directly to your webcam - no screen sharing, no mouse-drawn gymnastics, no installs on a locked-down work computer.
Draw. Explain. Iterate.
Demo 👇
github.com/Techryptic/jes…
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Here’s one of my advanced vibe coding tricks that automates the process of compiling and debugging issues in native iOS app development.
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Compile the iOS app using Xcode with this command. Wait for the response, and if errors or warnings occur, fix them automatically and rerun the command. Repeat until no errors or warnings remain.
xcodebuild -project [project_name].xcodeproj -scheme [scheme] -configuration Debug clean build CODE_SIGN_IDENTITY="" CODE_SIGNING_REQUIRED=NO 2>&1 | grep -E 'warning:|error:|❌|⚠️|BUILD FAILED|following build commands failed:'
If errors occur, fix them automatically and rerun the command until the build succeeds without issues.
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Protip: don’t bother with TCM, it’s not going to help you pass screening at any serious place
Nikhil@Ox4d5a
TCM bans and revokes a guy's all his certificates for memeing on them 💀 #infosec #cybersecurity
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🔥 OpenAI's new paper shows fascinating evolution in competitive programming: from hand-crafted strategies to emergent reasoning. Their o3 model hits 99.8th percentile on CodeForces through pure learning.
Paper: arxiv.org/pdf/2502.06807
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