ai-engineering — independent software & tools
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beyond-ai-collaboration
Document-driven AI engineering collaboration for Codex: govern goals and permissions, execute design-to-ops tasks, prove results, and grow project knowledge.
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AI-native-engineer
Tracking my journey into AI engineering, one module at a time. Fundamentals to agents, with hands-on projects. Open to all.
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Danish08654
I am an AI Engineer focused on building production-ready systems that solve real-world problems. I specialize in designing scalable, intelligent, and data-driven solutions across healthcare, finance, and generative AI, with a strong focus on end-to-end system development.
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ailmanac
AILmanac — the always-current, community almanac for getting the most out of Claude and every AI. For all levels.
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ai-engineering-production
AI Engineering Roadmap 2026 🚀 | Build & Deploy AI Apps from Scratch
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ai-flywheel-spec
The normative specification for an evidence-driven AI operating model that learns from execution, governs adaptation, validates improvements, and compounds reusable knowledge over time.
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jstack
Evidence-driven engineering control plane for AI coding agents. Full Codex workflows, Claude Code MCP preview, bounded goal loops, signed evidence, audits, and fail-closed release gates.
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agent-eval-harness
Live, open-source benchmark for comparing AI coding agents on real GitHub issues
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awesome-agent-skills
Curated, auto-updated awesome-list of vetted AI agent skills with quality ratings for Claude, GPT, a
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ctox
Agentic daemon and runtime for long-running technical work with Business OS connectivity.
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greppy
Standard grep, plus a few commands your coding agent can use to navigate code — who-calls, impact, semantic-search, brief... up to ~2x faster and ~3-4x cheaper agentic code navigation. One native Rust binary.
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vybe-intelligence-vault
An auto-updating open-source vault for AI agents, RAG systems, MCP servers, prompts, tools, templates, and next-generation web development.
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vybe-intelligence-vault
An auto-updating open-source vault for AI agents, RAG systems, MCP servers, prompts, tools, templates, and next-generation web development.
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hedgehog
Stop babysitting AI-driven development. Hedgehog builds a task dependency graph from your spec-driven, BMAD-METHOD plan, so Claude Code, Cursor & Gemini CLI stay locked to it. A CLI-enforced state machine for agentic coding. Faster builds, fewer tokens, cleaner code.
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AgentControlPlane
Local-first control plane for AI-to-AI engineering delegation. MCP web AI compiles briefs; AgentControlPlane dispatches to interchangeable executors (OpenCode, Codex, Claude Code, OpenAI-compatible relays), stores task state, returns results and evidence. 本地优先、厂商无关的工程委派层：网页 AI 编译工程简报，分发给可互换的本地执行器与 OpenAI-compatible 中转站，保存任务状态，返回结果与证据。（实验性单用户预览）
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n8n-skills
Enable AI assistants to design, explore, and automate n8n workflows using detailed node info and curated templates for efficient automation.
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Claude-cod-top-2026
Still trusting results that AI generated, tested, and declared successful by itself? This Claude Code methodology adds evidence markers, audit gates, anti-hallucination rules, and Validation Theater detection to keep AI-assisted development verifiable.