AI Native SDLC Methodologies AI Agents
Frameworks and engineering disciplines that establish standardized methodologies, governance models, and quality gates for AI-augmented software development lifecycles. Includes intent-driven development, agent-driven development, and declarative frameworks that bring rigor (like TDD/DDD) to AI-assisted coding. Does NOT include general AI coding assistants, individual IDE plugins, or deployment/infrastructure tools.
There are 101 ai native sdlc methodologies agents tracked. 1 score above 70 (verified tier). The highest-rated is asklokesh/loki-mode at 73/100 with 723 stars. 1 of the top 10 are actively maintained.
Get all 101 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=ai-native-sdlc-methodologies&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Agent | Score | Tier |
|---|---|---|---|
| 1 |
asklokesh/loki-mode
Multi-agent provider agnostic Autonomous system & framework that WORKS..! |
|
Verified |
| 2 |
jmagly/aiwg
Cognitive architecture for AI-augmented software development. Specialized... |
|
Established |
| 3 |
ShunsukeHayashi/Miyabi
🤖 First open-source, economically-governed, beginner-friendly autonomous... |
|
Established |
| 4 |
GaiaNet-AI/docs
The official documentation of Gaia. Learn how to run nodes, deploy nodes to... |
|
Established |
| 5 |
GaiaNet-AI/node-configs
Find node configurations to easily setup your Gaia nodes on your machine... |
|
Established |
| 6 |
J-Pster/Psters_AI_Workflow
An auto-documenting, model-agnostic AI workflow for any project, framework,... |
|
Emerging |
| 7 |
bitsky-tech/bridgic
Bridgic is the next-generation agent development framework for building... |
|
Emerging |
| 8 |
JudyaiLab/ai-night-shift
Multi-agent autonomous framework — let your AI work while you sleep 🌙 |
|
Emerging |
| 9 |
BAAI-Agents/Cradle
The Cradle framework is a first attempt at General Computer Control (GCC).... |
|
Emerging |
| 10 |
Varietyz/Disciplined-AI-Software-Development
This methodology provides a structured approach for collaborating with AI... |
|
Emerging |
| 11 |
zoharbabin/enterprise-ai-agents-spec
An open-source, detailed blueprint for implementing highly scalable swarms... |
|
Emerging |
| 12 |
existential-birds/amelia
AI-powered development orchestrator: Issue → Architect → Developer →... |
|
Emerging |
| 13 |
Minh-Tam-Solution/tinysdlc
Minimal agent orchestrator for AI coding — 8 SDLC roles, separation of... |
|
Emerging |
| 14 |
InnovativeAI-adaad/ADAAD
ADAAD — Autonomous Device-Anchored Adaptive Development. Full local AI... |
|
Emerging |
| 15 |
PhilippTh/agpack
Agent asset management tool across projects and coding tools. |
|
Emerging |
| 16 |
TheBushidoCollective/ai-dlc
AI-DLC 2026 Methodology - Iterative AI-driven development with hat-based workflows |
|
Emerging |
| 17 |
Lap-Platform/LAP
Compile any API spec into a lean, agent-native format. 10× smaller. OpenAPI,... |
|
Emerging |
| 18 |
enginehaus/enginehaus
Institutional knowledge for AI-assisted development. Decisions persist,... |
|
Emerging |
| 19 |
ThibautMelen/agentic-ai-systems
🐔 Agentic systems explained with chickens. Workflows, agents & orchestration... |
|
Emerging |
| 20 |
Guipetris/axiom
Axiom — a Claude Code skill that turns a feature request into reviewed,... |
|
Emerging |
| 21 |
MythicAgents/sage
Sage is a virtual Mythic agent that that uses an AI agentic system to... |
|
Emerging |
| 22 |
faidd/faidd
FAIDD is a sovereign security framework designed to govern, audit, and... |
|
Emerging |
| 23 |
kahalewai/dae
DAE is a an open, vendor-neutral security specification for AI Agents that... |
|
Emerging |
| 24 |
metraton/gaia-ops
GAIA-Ops — General Agentic Integration Architecture. Multi-agent DevOps... |
|
Emerging |
| 25 |
luismiglezmohino/ai-dev-agents
12 specialized AI agents + orchestrator for software development.... |
|
Emerging |
| 26 |
juliusz-cwiakalski/agentic-delivery-os
Turn AI into a repeatable, auditable SDLC: ticket → spec → plan → PR →... |
|
Emerging |
| 27 |
coco-xyz/hxa-teams
Team templates for human × agent collaboration — dev, sales, marketing, and... |
|
Emerging |
| 28 |
itdojp/ae-framework
AI-enhanced development framework that turns natural language into formal... |
|
Emerging |
| 29 |
axiom-llc/apex-cli
Deterministic AI agent runtime — NL → schema-validated plans → reproducible... |
|
Emerging |
| 30 |
edwinkys/phantasm
Toolkits to create a human-in-the-loop approval layer to monitor and guide... |
|
Emerging |
| 31 |
xtenzQ/ai-assisted-development
A practical guide to incorporating AI coding agents into real engineering... |
|
Emerging |
| 32 |
Exadra37/ai-intent-driven-development
AI Intent Driven Development (IDD) guidelines and instructions for AI Coding... |
|
Emerging |
| 33 |
dcversus/prp
Autonomous Software Development Orchestration - AI-powered development... |
|
Experimental |
| 34 |
peterkimpmp/aipm-ops
Issue-driven lifecycle governance for AI-native teams. One command... |
|
Experimental |
| 35 |
ai-sdlc-framework/ai-sdlc
Declarative governance framework for AI-augmented software development lifecycles |
|
Experimental |
| 36 |
sagebynature/sage-agent
Yet another AI agent framework — but this one's named after me, so it's... |
|
Experimental |
| 37 |
Tanush1912/ouroboros
Ouroboros: Agent first software engineering infrastructure. Autonomous AI... |
|
Experimental |
| 38 |
dab512/atomic-spec
Atomic Spec: AI-native agentic methodology for living requirements. DDD +... |
|
Experimental |
| 39 |
starpig1129/PheroPath
PheroPath is a stigmergy-based communication protocol that allows AI Agents... |
|
Experimental |
| 40 |
liwenchiou/12-week-navigator
A self-hosted, AI-collaborative framework for the 12 Week Year methodology. |
|
Experimental |
| 41 |
bankielewicz/DevForgeAI
AI-powered spec-driven development framework with 26+ specialized subagents,... |
|
Experimental |
| 42 |
javiermorron/AI-Development-System-v1
AI-native software development framework using specifications, AI agents,... |
|
Experimental |
| 43 |
rdunie/venutian-antfarm
Agent fleet harness framework for structured multi-agent software delivery.... |
|
Experimental |
| 44 |
TheProdDojo/bushido-os
⛩ AI Development Orchestrator — The enforcement layer between intent and... |
|
Experimental |
| 45 |
truongnat/agentic-sdlc
From Spec to Production: Fully Automated |
|
Experimental |
| 46 |
Bigg6pix/faidd
🛡️ Secure AI code generation by managing and controlling the entire code... |
|
Experimental |
| 47 |
machanism-org/machai
Automate application assembly using semantic search for smart library... |
|
Experimental |
| 48 |
OwenNolis/AI-SDLC
Research for AI in the SDLC |
|
Experimental |
| 49 |
khn0x-khn0x/emdca
🎯 Simplify AI software development with EMDCA, a framework that integrates... |
|
Experimental |
| 50 |
8Dionysus/aoa-techniques
Public library of reusable techniques for coding agents and humans:... |
|
Experimental |
| 51 |
servatusprime/ai_ops
AI Governance Layer for Human-AI Collaboration. Artifact-first execution,... |
|
Experimental |
| 52 |
mariolewis/klyve_factory
Source code for the Klyve Software Development Factory. |
|
Experimental |
| 53 |
DohByDohX/agent-templates
Opinionated templates and example agent blueprints for building safe,... |
|
Experimental |
| 54 |
pikulev/precurator
TypeScript library for building checkpoint-aware AI control loops on top of... |
|
Experimental |
| 55 |
tsuz/flightdeck
Fault tolerant, event driven, extensible AI Agent framework |
|
Experimental |
| 56 |
fasonista71/product-deploy-agents
A 7-agent pre-release audit pipeline for software products. Generic,... |
|
Experimental |
| 57 |
markusstalwart875/DriveMind
Enhance human-AI collaboration by ensuring execution integrity in long-term... |
|
Experimental |
| 58 |
Distortionistreversibleprocess687/ai-night-shift
Coordinate multiple AI agents to run autonomous tasks during off-hours with... |
|
Experimental |
| 59 |
clemens33/ae
ae — agentic engineering: run multiple AI coding agents side-by-side in tmux... |
|
Experimental |
| 60 |
hebertzhu/agent-foundry
A cross-host, benchmarkable skill system for AI IDEs and CLIs |
|
Experimental |
| 61 |
octal-networks/agent-templates
Community catalog of MIO agent templates |
|
Experimental |
| 62 |
eiseron/eiseron-agents
AI Agent Guidelines and Infrastructure for Eiseron |
|
Experimental |
| 63 |
bafmin/manus-project-os
Manus Project OS. Structured framework for building large software systems... |
|
Experimental |
| 64 |
Maroo1121/Agent-Driven-Development
Define a clear methodology to build, test, and deploy AI agent software with... |
|
Experimental |
| 65 |
Algorail-AI/AOSD
AI Orchestrated Systems Development - A methodology for building software... |
|
Experimental |
| 66 |
trust-mvp/idad
Intent-Driven AI Development (IDAD) is a revolutionary methodology to... |
|
Experimental |
| 67 |
naitik-agarwal/breakup-sage
Intelligent breakup recovery assistant powered by a fine-tuned LLaVA model |
|
Experimental |
| 68 |
ecomxco/axiom
19 deterministic AI development workflows — plan, build, verify, and deploy... |
|
Experimental |
| 69 |
lex3838/CoPilot-IronLegion-MultiAgent-Case-Study
🤖 Demonstrate building and governing safe, scalable multi-agent systems with... |
|
Experimental |
| 70 |
sdfprotocol/sdf
The open protocol for structured, agent-readable web content |
|
Experimental |
| 71 |
krovomi/ai-agent-kit
Universal AI Agentic System - Reusable agents, chains, workflows, etc... |
|
Experimental |
| 72 |
stonekey908/process-over-prompts
A governance framework for AI coding agents — policy, procedures, controls,... |
|
Experimental |
| 73 |
dwoolworth/devteam
Scalable autonomous AI development team — five containerized AI personas... |
|
Experimental |
| 74 |
rebsaf3/CoPilot-IronLegion-MultiAgent-Case-Study
Runnable multi agent case study with orchestrator to worker routing,... |
|
Experimental |
| 75 |
mikewcasale/sage-spec
Structured Agent Guidance Embeddings (SAGE): A Documentation Standard for... |
|
Experimental |
| 76 |
Pyro-IV/Agent-Driven-Development
ADD — Engineering methodology that standardizes how developers work with AI... |
|
Experimental |
| 77 |
Dakes/agent-foundry
A micro VM framework for autonomous AI Agents using Firecracker VMs |
|
Experimental |
| 78 |
jknight137/AI-CMM
A structured framework for organizations to adopt AI coding agents -- GitHub... |
|
Experimental |
| 79 |
eddiefleurent/uipath-spec-driven-development
AI-powered agents for spec-driven development in UiPath. Write the spec, let... |
|
Experimental |
| 80 |
sagebynature/sage-api
FastAPI service exposing sage-agent instances via REST and A2A protocol,... |
|
Experimental |
| 81 |
odubovsky/gaia-sdlc
GAIA — a governed AI SDLC framework for human-orchestrated AI-assisted engineering |
|
Experimental |
| 82 |
Saik0s/agent-loop
🚀 Agentic Engineering: A guide for orchestrating specialized AI agents in... |
|
Experimental |
| 83 |
akbarimajid/scaffold-template
Build MVPs with AI that never forgets. Shadow AI system - 87% token... |
|
Experimental |
| 84 |
AJFrio/RTS-Agents
Agent orchestration and and Github management software |
|
Experimental |
| 85 |
michaelwjames/autonomous-agents
A curated collection of autonomous AI agents for systematic codebase... |
|
Experimental |
| 86 |
awebcode/agentic-engineering-framework
A production-hardened Multi-Agent Engineering Framework (MAEF) designed to... |
|
Experimental |
| 87 |
huangrichao2020/universal-agent-spec
The engineering-grade AI Agent definition spec the whole industry was missing. |
|
Experimental |
| 88 |
jiatastic/harmony
Run 10 agents of your choice in parallel across different projects |
|
Experimental |
| 89 |
Shakhthi/sde_team
sde_team is a collaborative AI-driven project exploring agent orchestration,... |
|
Experimental |
| 90 |
devlcp/agents-init
Sistema de Scaffolding y Gobernanza Técnica para IA. Automatiza flujos de... |
|
Experimental |
| 91 |
d-wwei/remix
Artifact reconstruction and synthesis system for remixing skills, protocols,... |
|
Experimental |
| 92 |
klyvedev/klyve
Free, local-first SDLC orchestrator. You manage the specs, architecture,... |
|
Experimental |
| 93 |
Best-Quality-Engineering/axe-method
AXE: Product-Driven Development — Start with what you want. |
|
Experimental |
| 94 |
k0kishima/shikigami
An on-demand AI agent orchestrator specialized for software development. |
|
Experimental |
| 95 |
fenermotta/gaia
🌍 Assess natural disaster risks in real estate with real-time data from key... |
|
Experimental |
| 96 |
ibrahimsk1/tulip
An automated development workflow that uses AI agents to guide software... |
|
Experimental |
| 97 |
oyi77/ADbS
Ai Dont be Stupid (adbs). A cross-platform Agentic Workflow Enforcer that... |
|
Experimental |
| 98 |
me-jreese/agentharmony
agentharmony is a documentation-first AI/LLM framework which introduces... |
|
Experimental |
| 99 |
pxkundu/agent-as-code
Agent as Code (AaC) is a declarative configuration system for AI agents,... |
|
Experimental |
| 100 |
DenizOner/DeepLogic-AI-Agent-Mode
DeepLogic is a definition of a Custom AI Agent Mode which tested on Kilo Code |
|
Experimental |
| 101 |
ddevalco/devops-agent-orchestra
Production-ready multi-agent development system for VS Code. 18 specialist... |
|
Experimental |