#STEM OPT extension
1634 related articles
·3 min
Apogee: A Privacy-First Browser Summarization Extension Rebuilt with Local AI After Mozilla Killed Orbit
After Mozilla killed Orbit, an indie developer rebuilt a fully local AI browser summarization extension called Apogee using Ollama, WebGPU, and Transformers.js—no user data ever leaves your device.
Read more →
·3 min
Router by Ramp: Intelligent LLM Request Routing to Dramatically Cut AI Inference Costs
Ramp launches Router, an LLM routing tool that auto-directs requests to the cheapest model meeting performance thresholds via a single API endpoint, slashing AI inference costs.
Read more →
·4 min
Cursor Plan Upgrade Guide: Usage Rules and Value Analysis for the $60 Tier
In-depth analysis of Cursor Pro vs. $60 plan usage differences, including token consumption calculations, own-model vs. API quota splits, and Grok model costs to help developers make informed upgrade decisions.
Read more →
·3 min
DeepSeek Harness and the Codis Architecture Explained: Agent Development Enters the Plugin Era
DeepSeek Harness broke GitHub Star velocity records on launch. Its Codis architecture turns Agent development from reinventing the wheel into plugin-based assembly, drastically lowering the barrier for vertical domain Agents.
Read more →
·3 min
Breaking Through the Reproducibility Crisis: Replacing Re-execution with Evidence Chains to Verify Code Results
Exploring the reproducibility crisis in computational science: why rerun verification is failing, and how provenance tracking and cryptographic commitments let authors prove code results without reviewers rerunning.
Read more →
·3 min
ShogunAI: A Deep Dive into the Personal AGI Assistant Running on Your Local PC
ShogunAI is a personal AGI assistant running locally on Mac, building a work state engine from your contacts, projects, and commitments. Deep dive into its local-first, evidence-backed design.
Read more →
·4 min
AI Agent Ecosystem Weekly: Harness Plugin Explosion, GLM 5.3 Guardrail Controversy & Stripe's OpenRouter Acquisition
Deep analysis of three key AI events: Harness plugin ecosystem explosion, GLM 5.3 safety guardrail controversy, and Stripe's $7.5B acquisition of OpenRouter for Agent payment infrastructure.
Read more →
·3 min
DeepSeek Harness in Practice: One-Click Launcher + Local Models + Vision Plugin Configuration Guide
Learn three practical DeepSeek Harness tips: a one-click launcher, Ollama local model integration via natural language, and the modlens vision plugin for image recognition.
Read more →
·3 min
UC Berkeley Indefinitely Suspends International Student Work Authorization: Impact and Response
UC Berkeley indefinitely suspends international student work authorization, affecting OPT, CPT, and more. Analysis of the policy impact on STEM students, tech talent supply, and response strategies.
Read more →
·3 min
Vercel Open-Sources fx: A 6MB Zig-Powered Coding Agent Where Minimalist Design Makes Models Stronger
Vercel open-sources fx, a 6MB Zig-powered coding agent with near-instant startup. Supports local/cloud models, MCP protocol, and embeddable design.
Read more →
·2 min
Codex Beginner's Complete Tutorial: A Step-by-Step Guide from Installation to Real-World Development
Complete beginner's guide to OpenAI Codex: covers setup, multi-language support, prompt templates, and real-world development workflows to boost coding efficiency.
Read more →
·4 min
Deep Dive into DeepSeek Harness: The 'Everything is a Plugin' AI Agent Framework
DeepSeek Harness is an open-source AI agent framework with an "everything is a plugin" modular architecture. Learn about its core design, four operating modes, V4 Pro model, and real-world use cases.
Read more →
·3 min
World Models Explained: How AI Learns to Make Decisions in Its Dreams
A deep dive into World Models architecture: VAE for compressed perception, RNN for future prediction, and Controller for decision output — how AI learns through internal world simulation.
Read more →
·2 min
HarmonySync: Free Local Playlist Migration Tool Supporting Spotify/Apple Music/YouTube Music
HarmonySync is a free Chrome extension for migrating playlists between Spotify, Apple Music, and YouTube Music. All operations run locally with no third-party servers, protecting your privacy.
Read more →
·3 min
Cursor vs OpenCode? A Deep Dive into AI Coding Tool Selection
Deep comparison of Cursor vs OpenCode: IDE-first vs Agent-first AI coding approaches, covering use cases, token costs, and collaboration to help developers choose.
Read more →
·2 min
vphone-cli: Manage iOS Virtual Machines from the Command Line, Double Your Automation Testing Efficiency
vphone-cli is a Swift-based open-source CLI tool for creating, managing, and automating iOS virtual devices. Learn its core features, use cases, and tips to boost CI/CD and testing efficiency.
Read more →
·4 min
AWS Video Analysis Pipeline Architecture: A Practical Guide to Object Tracking and Long-Term Memory
A deep dive into an AWS-based video analysis pipeline covering S3, SQS, ECS GPU Workers, object tracking (YOLO+ByteTrack), VLM analysis, and pgvector long-term memory retrieval.
Read more →
·3 min
Crawl4AI: The 80K-Star Open-Source Web Crawler Built for LLMs and RAG
Crawl4AI is an open-source crawler built for LLMs, converting web pages into clean Markdown and structured JSON for RAG and AI Agents. 80K+ GitHub Stars.
Read more →
·4 min
Getting Started with DeepSeek Harness: An Agent Framework Where Everything Is a Plugin
A detailed guide to DeepSeek's open-source Agent runtime framework Harness—from its core "everything is a plugin" philosophy to installation, source code walkthrough, and hands-on experience.
Read more →
·3 min
AI Programming in Practice: The Complete Workflow from Zero to Deployment with Claude Code + Codex
A deep dive into practical AI programming with Claude Code, Codex & Vibe Coding — covering Brainstorming, collaborative debugging, and plugin development from zero to deployment.
Read more →