Python Space

I just built a production-ready code snippet sharing app in under 30 minutes. Next.js frontend. React components. Syntax highlighting for 50+ languages. Shareable links. Dark mode UI. All from one prompt to MiniMax M3. Here's the full build breakdown 🧵👇

Microsoft just dropped AI Engineer Coach. Analyze your AI coding assistant usage across any harness, one dashboard. All analysis runs locally. No data leaves your machine. Here's what it does 🧵👇 What makes it different: It reads your local AI session logs and turns them into actionable insights. → Track progress with practice scores and weekly trends → Detect 45+ anti-patterns across prompt quality, session hygiene, and code review → Measure AI-generated code volume by language, workspace, and model → Discover repeated prompts and turn them into reusable skills → Score context health with agentic readiness checks The full feature set: Dashboard: Practice scores, daily activity charts, workspace stats Timeline: Gantt-style session view with overlap detection Output: Code volume by language, model usage breakdown Anti-Patterns: Five practice score cards with severity ratings and concrete actions Skill Finder: Discover prompt patterns from your usage Context Health: Workspace context maps and instruction-file audits Plus a Learning Center with personalized quizzes and an XP-based progression system. All privacy first: → Read-only analysis, never modifies your files → Everything runs on your machine → No telemetry, no data collection → Optional AI features use VS Code's built-in Copilot API only when you invoke them Installation: Download the VSIX from releases, install in VS Code: code --install-extension ai-engineer-coach-*.vsix Open command palette and run: AI Engineer Coach: Open Dashboard That's it. 2.1k stars in a month. Open source, MIT licensed. Check it out: github.com/microsoft/AI-E…

Apodex-1.0 @Apodex_AI just dropped! Self-evolving heavy-duty solver. 150 agents across 15,000 steps. Independent verification on every attempt. SOTA on BrowseComp, FrontierScience, SuperChem. Open weights available. Check it out: apodex.ai

Apodex-1.0 @Apodex_AI changed deep-research AI with a self-evolving heavy-duty solver. It coordinates 150 agents across 15,000 steps. Verifies through independent auditors. Improves each attempt by critiquing the last. Built for research problems that have no existing answer. A step-by-step guide 🧵 👇

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Check it out: apodex.ai

Big News 🔥 Ollama now supports Cline CLI, an open coding agent for your editor and terminal. Cline can read your repository, make file changes, run commands, and show code diffs for review. @ollama A step-by-step guide 🧵 👇

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Here is the link: github.com/FareedKhan-dev…

Train your LLM from scratch! A straightforward method for training your LLM, from downloading data to generating text. A step by step guide 🧵👇