#source code distribution
2094 related articles
·2 min
agent-manager: Unified Management of 6 Major AI Coding Assistants with tmux
agent-manager is an open-source tool that uses tmux to manage 6 AI coding assistants including Claude Code, Codex, and Gemini CLI with live status monitoring, keyboard shortcuts, and git worktree isolation.
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·4 min
Does R Still Have a Market in Industry? The Real Situation and Career Advice
Deep analysis of R's real position in industry: still irreplaceable in pharma, finance, and academia, forming a complementary division of labor with Python. Practical career advice for data science learners.
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·2 min
Debian Votes on AI Contribution Policy: A Pivotal Decision for the Open Source Community
Debian launches a formal vote on AI/LLM-generated code contribution policy, addressing copyright compliance, code quality, and accountability. Analysis of community divisions and implications for open source.
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·3 min
3D-Printed Robot Desk Lamp: How to Make a Machine Feel Alive Like a Pixar Character
See how an indie developer uses 3D printing, ROS 2, and a custom animation editor to turn Pixar's iconic desk lamp into a real robot with personality, vision, and RL-driven autonomy.
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·3 min
Andrew Ng's AI Engineering Skills Map: A Complete Capability Breakdown from Building to Deployment
Deep dive into Andrew Ng's AI Engineering Skills Map covering foundation models, prompt engineering, RAG, model evaluation, and production deployment.
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·3 min
Skim Recap: A Browser-Based Local AI Reading Assistant That Catches What You Missed While Skimming
Skim Recap is a Chrome extension using local AI via WebGPU and Gemma to auto-detect skimmed paragraphs and explain difficult terms in context — all without sending data to the cloud.
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·2 min
GPT-Image2 Prompt Engineering: From 470+ Reverse-Engineered Cases to Industrial-Grade Templates
Deep dive into awesome-gpt-image-2: 470+ reverse-engineered cases, 20+ industrial templates, and a Skills layer implementing the Prompt as Code methodology for systematic AI image generation.
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·2 min
Anthropic Open-Sources Claude Community Plugin Marketplace: From AI Tool to Developer Platform
Anthropic open-sources claude-plugins-community on GitHub, building a community plugin marketplace for Claude Cowork and Claude Code. Analysis of the submission process, ecosystem strategy, and opportunities for developers.
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·3 min
Complete Guide to Deploying AI LLMs Locally with Ollama: Installation, Configuration & Performance Tuning
Complete guide to deploying LLMs locally with Ollama: installation, model management, context length tuning with benchmarks, and connecting to agent tools like DeepSeek Harness.
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·3 min
Solar Filament Segmentation in Practice: Why U-Net Plateaus at 0.27 and How to Break Through
Analysis of why U-Net plateaus at 0.27 on solar filament segmentation, exploring loss function, preprocessing, and annotation ambiguity as root causes with boundary-aware loss and augmentation fixes.
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·2 min
NetBSD and My Life: Why a Twenty-Year-Old Open Source Memoir Is Trending Again
A 2005 article "NetBSD and my life" resurfaces on Hacker News. We explore NetBSD's portability philosophy, open-source community bonds, and why it resonates in the AI era.
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·3 min
The Post-Training Data Dilemma: Quantity vs. Quality? The Diminishing Marginal Returns of Synthetic Data
Exploring the post-training data dilemma: why scaling synthetic data hits diminishing returns, and how the industry is shifting from data quantity to quality curation for SFT and RL.
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·4 min
5 Claude Code Productivity Tips: From Going Off-Track to Supercharged Workflow
5 battle-tested Claude Code work habits: system prompts, constraints, role assignment, phased building, and structured data to eliminate AI coding mistakes and drastically reduce rework.
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·3 min
Self-Hosted LLM Tech Stack: A Complete Guide to Managing Your Local AI Cluster from the Terminal
A deep dive into self-hosting LLM tech stacks: inference engines, model management, vector databases, and how to manage your local AI cluster from the terminal.
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·3 min
Fine-Tuning Qwen3-4B in Practice: Fixing Role Confusion with Just 100 Data Samples
A hands-on guide to fine-tuning Qwen3-4B: solving role confusion with just 100-200 identity stability samples. Covers data strategy, evaluation methods, and MoE architecture plans.
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·1 min
Meta Launches Pocket: Play AI-Generated Games Like Scrolling TikTok
Meta launches Pocket, an AI social app where users describe game ideas in natural language to generate playable interactive experiences, shared and remixed like TikTok videos.
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·2 min
Dishylink: A Free Open-Source Desktop Monitoring Tool for Starlink — Runs Locally, No Cloud Required
Dishylink is a free, open-source Starlink desktop monitoring app for macOS and Windows, offering real-time signal monitoring, 3D satellite views, obstruction analysis, and power tracking — all running locally with no cloud or account needed.
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·1 min
Training DMC Detection with Purely Synthetic Data: Achieving 100 FPS Real-Time Inference on CPU
How to train a YOLOX model for Data Matrix Code detection using only synthetic data, achieving 100 FPS inference on an Intel i5 CPU via ONNX Runtime + OpenVINO — a GPU-free industrial edge solution.
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·2 min
What It Means That Nemotron's 2-Bit Quantized 30B Model Sustained Tool Calling for 10 Minutes
NVIDIA Nemotron 3.5 Lightning sustained tool calls for 10+ minutes after extreme 2-bit quantization, revealing surprising robustness of low-bit models for Agent tasks and local deployment.
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·2 min
Unsloth Dynamic v3 Released: 10% Accuracy Gain at Same Size, 1-bit Quantization in Just 6GB
Unsloth releases Dynamic v3 quantization: Qwen3.8-27B GGUF models achieve 10% top-1% accuracy gain at same size, plus 6-8GB 1-bit extreme quantization. New Divergence-300 metric for realistic evaluation.
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