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.

37
Skills
97 %
Token savings
15.8
Story points / day
1
Engineer

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

Repeatable workflows encoded as skills, not prompts. TDD cycles, story decomposition, evidence-based research — built in.

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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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CLI-First Toolkit

One command to build context, query patterns, emit telemetry. Deterministic operations that never hallucinate.

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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.

One engineer.
Full team output.

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

The result: one person ships what used to require a team — with higher quality, better tests, and complete traceability.

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 story lifecycle $ /rai-story-run S356.2

Build with discipline.

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