Community Edition — Free & Open Source

AI that doesn't
drift, forget, or
cut corners.

A lean methodology and deterministic toolkit for reliable AI-assisted software engineering. Start free. Grow with your team.

60 +
BASE Patterns
200 ms
Context Load
8
CI Guards
v3.1
Latest Release

Deterministic where it matters.

Separate what the LLM should decide from what it shouldn't. Deterministic harnesses for process. Probabilistic inference for creativity.

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Neurosymbolic Memory

Graph-based context that compounds across sessions. The AI remembers patterns, calibrations, and mistakes — deterministically.

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Skills as Process

60+ BASE patterns encode what works. Skills turn patterns into governed workflows — TDD cycles, story decomposition, research — repeatable across the team.

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Governance Built In

Guardrails, gates, and quality checks at every stage. Not optional layers — structural elements of the framework.

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Lean Methodology

Minimum viable everything. Simple heuristics over complex ML. Keyword matching is 98% accurate. Complexity must earn its place.

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MCP-Primary Toolkit

Skills run across CLI, MCP tools, and Atlassian Forge. One deterministic surface per task — local or connected to your team.

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Human in the Loop

Jidoka — stop on defects. The AI pauses when uncertain, not when confident. Trust is built, not assumed.

The core
workflow.

RaiSE is the operating system for AI-assisted software engineering. Skills guide process. Memory compounds knowledge. Gates enforce quality.

Start a session, query context, run governed work. Full onboarding journey at docs.raiseframework.ai.

terminal
# Start a session with full context $ rai session start --project . --context # Query patterns from the knowledge graph $ rai graph query "testing patterns" --types pattern # Run governed story lifecycle $ /rai-story-run <story-id>
v3.1.0 — GA · Generally available since September 1, 2026. What's new in v3.1 → · Upgrading from v3.0? Env vars renamed: RAI_*RAISE_*

Build with discipline.

Free for solo developers. Pro for teams. Enterprise for regulated industries.