#code factory
383 related articles
·2 min
The Complete Guide to AI Software Factories: Rebuilding the Entire Development Workflow with Agents
A deep dive into AI Software Factory concepts and practices — from manual tickets to automated PRs, learn how to build development pipelines with AI agents.
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·3 min
Harness Engineering: A Complete Guide to Enterprise-Level AI Development with Claude Code
A deep dive into Harness Engineering methodology—from Prompt Engineering to Context Engineering to Harness Engineering—with hands-on Claude Code demonstrations of Skill-driven enterprise full-process automated development.
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·3 min
MiniMax H3 In-Depth Review: A Comprehensive Evaluation of the Open-Weight Audio-Driven Video Generation Model
In-depth review of MiniMax H3 open-weight video generation model covering anime, commercial ads, audio-driven video, R2V reference generation, and ComfyUI local deployment tutorial.
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·6 min
Flask Creator's Conversation: Why We Need to Slow Down in the AI Coding Era
Flask creator Armin Ronacher and minimalist Agent Pi's author Mario Zechner discuss AI coding limitations, code quality decline, MCP vs CLI, and why engineers need to slow down.
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·2 min
Gemini 3.7 Flash in Action: Generating a Complete 90s Retro Game with a Single Sentence
Google Gemini 3.7 Flash demo: a developer generates a complete 90s sprite-based animated game with a single natural language prompt, showcasing rapid creative iteration by simply swapping words.
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·3 min
APAC Dataset: First-Person Stereo Vision Robot Training Data for Real-World Work Environments
APAC Egocentric Stereo dataset covers real work scenes like garages, factories, and construction sites with stereo vision, depth, and hand tracking for robot training.
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·2 min
MiniMax H3 Open-Source Deployment Guide: Generate AI Videos Locally with Low VRAM
MiniMax H3 is now open-source, supporting synchronized audio-video generation, text-to-video, and image-to-video. This guide covers local deployment with as little as 16GB VRAM, plus a one-click ComfyUI setup.
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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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·3 min
Memorex Code Open-Sourced: Giving Coding Agents Long-Term Memory
Memorex Code is an open-source long-term memory system for Coding Agents, solving cross-session memory loss. Features auto-recall, deduplication, and local codebase scanning for Cursor, Claude Code, and more.
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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
Mugmoji: Free Online Tool to Turn Photos into Animated Slack Emoji in One Click
Mugmoji is a free browser tool that converts photos to animated Slack emoji in 3 steps: upload, auto background removal, choose from 73 animation presets. No signup needed, runs locally for privacy.
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·3 min
Racing Manga Agent: One-Click Novel-to-Manga Conversion, Fully Offline and Free
Racing Manga Agent converts novel text into complete manga pages with auto storyboarding, character consistency, and dialogue bubbles — fully offline and free.
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·5 min
AI + Skill Reshaping Testing: Hands-On Interface Automation Without Writing Code
Learn how to achieve zero-code API automation testing with AI + Skill methodology, covering environment setup, packet capture, test case generation, and AI capability boundaries.
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·3 min
Using Codex as a Storyboard Artist: A Practical Guide to the End-State Backward Planning Method for AI Video
How to use ChatGPT/Codex as an AI video shot planner with end-state backward planning to solve Seedance's last-second failures. Includes 5-step workflow, cost analysis, and transferable constraint-solving methodology.
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·4 min
Self-Hosted AI Software Factory: A Practical Guide to Locally Deployed AI Development Pipelines
A deep dive into self-hosted AI software factories: architecture, local LLM deployment, Agent workflows, and data privacy for building autonomous AI-driven development pipelines.
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·3 min
Even Nvidia Is in the Game: The AI Open-Source Race Enters the Full-Stack Era
Nvidia transforms from AI chip supplier to full-stack player, actively joining open-source model competitions. Deep analysis of ecosystem lock-in strategy, intensifying competition, and implications for the AI landscape.
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·4 min
AI Programming in Practice: The Right Development Approach — MVP First, Code Second
AI programming experts spend 80% of their time on requirements and design. Learn MVP-first strategy, model tier allocation, and dual-tool workflows for real-world AI development projects.
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·3 min
The Quake Shareware CD: Bit-Level Space Art Filled to Overflowing
Deep analysis of how the 1996 Quake shareware CD-ROM was filled to its absolute capacity limit. Fabien Sanglard's technical archaeology reveals id Software's engineering trade-offs under disc space constraints.
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·3 min
Amazon's AI Training Data Copyright Controversy: Where Are the Boundaries of Fair Use?
Examining copyright disputes over Amazon and other tech giants invoking "fair use" for AI training, analyzing legal boundaries, power asymmetries, and the deep challenges facing copyright in the AI era.
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·3 min
The Blind Spot of AI Code Factories: The Quality Crisis Behind the Speed
AI programming tools have accelerated code generation, but a quality crisis is silently spreading. This article examines the missing QA steps in AI code factories and how to balance speed with quality.
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