SoloForge runs your ideas through an adversarial AI gauntlet — multiple specialized agents that critique, attack, and refine your specifications until they converge on production quality. Bring your own API keys — your credentials, your infrastructure, your data.
Your idea flows through a multi-stage adversarial pipeline. Each stage is a specialized AI agent with deep domain expertise. They don't just review — they attack each other's output.
Start with a rough concept, an existing spec, or a codebase. SoloForge accepts anything from a one-line idea to a full project.
Multiple specialized agents critique your spec across security, architecture, performance, testing, and 16 more dimensions. Each agent has veto power.
The pipeline iterates — refining, re-scoring, and re-challenging until your specification hits the quality threshold. Typical convergence: under 30 minutes.
You receive a specification scored across 20 quality dimensions, battle-tested by adversarial red-teaming, and verified for internal consistency.
Not just another AI code generator. SoloForge is a quality convergence engine that ensures your specifications survive contact with reality.
Every output is attacked by an adversarial agent before it advances. Nothing passes unchallenged — the system is designed to find flaws you wouldn't think to look for.
Quality isn't a single number. SoloForge scores across correctness, security, performance, clarity, DRY, testing, observability, and 13 more ISO-grounded dimensions.
Intelligently routes different tasks to different AI models. No single model grades its own work — adversarial diversity is built into the architecture.
Each specialist agent has curated knowledge bases covering security patterns, architecture principles, compliance frameworks, and engineering best practices.
If a stage produces poor output, the pipeline automatically loops back with specific feedback. Failed quality gates trigger targeted re-generation, not full restarts.
The system learns from every run. Mistakes discovered in one specification are automatically routed to prevent the same class of errors in future runs.
Every specification is scored against 20 dimensions grounded in ISO 25010, IEEE 730, and modern software engineering theory. No hand-waving.
SoloForge uses a Bring Your Own Keys model. You provide your LLM API keys — we never store, share, or access your credentials. Everything runs in your environment.
Configure your LLM provider keys in an encrypted local vault. Supports all major providers. Keys are AES-256 encrypted at rest and never leave your machine.
soloforge vault initsoloforge vault addsoloforge vault list
Start from a concept or evolve an existing specification. The pipeline handles complexity classification and model selection automatically.
soloforge develop "Your idea"soloforge evolve spec.mdsoloforge evolve --all
Tune quality thresholds, provider preferences, and convergence targets. All configuration is stored locally in your project.
soloforge config set target 96soloforge config set provider geminisoloforge config show
Monitor your API key pool health, rate-limit status, and throughput in real time. Identify bottlenecks before they affect your pipeline runs.
soloforge healthFeed domain-specific knowledge into the system. The pipeline uses your custom knowledge to make more relevant, context-aware assessments.
soloforge learn "Your insight"soloforge learn --from file.mdZero-trust by design. No telemetry, no cloud dependencies, no data exfiltration. Everything runs locally in your environment.
Join the early access program and start shipping production-quality specs.
No credit card required. Bring your own API keys — your data never leaves your environment.