Public case notes, repositories, and technical artifacts built inside Flamehaven across governance, verification, BioAI, and production engineering.
This page is the proof layer. Frameworks maps the review methods and system tracks. Case Notes shows the concrete artifacts, repositories, and public records that demonstrate how those methods become actual systems.
A long-running code review and anti-slop inspection system designed to surface low-integrity patterns before they harden into production debt.
flamehaven01/AI-SLOP-Detector
Problem
A long-running code review and anti-slop inspection system designed to surface low-integrity patterns before they harden into production debt.
Build
AI-SLOP-Detector is presented here as a public repository with a long-running inspection thesis, official GitHub announcements, and evolving technical rationale.
Evidence
Evidence is public through public repository, docs surface, announcement trail, README evidence.
SPAR (Sovereign Physics Autonomous Review): a deterministic adversarial review layer for mathematical and physics-grade model validation.
flamehaven01/SPAR-Framework
Problem
SPAR (Sovereign Physics Autonomous Review): a deterministic adversarial review layer for mathematical and physics-grade model validation.
Build
SPAR-Framework packages SPAR (Sovereign Physics Autonomous Review) as a public framework: a deterministic adversarial review layer first extracted from an open physics simulation and AI governance engine.
Evidence
Evidence is public through public repository, docs surface, README evidence.
A research-side validation engine for structured hypothesis extraction, experimental framing, and multi-step reasoning review.
Problem
A research-side validation engine for structured hypothesis extraction, experimental framing, and multi-step reasoning review.
Build
Flamehaven-TOE is presented here as a private research-side validation system. The repository is not public; this page exists to show the architecture and long-horizon reasoning thesis.
Evidence
This case note is supported by a public project surface and a reviewable implementation trail.
A governance-aware orchestration framework for AI systems that need structured reasoning, explicit controls, and traceable decision paths.
Problem
A governance-aware orchestration framework for AI systems that need structured reasoning, explicit controls, and traceable decision paths.
Build
RExSyn-Nexus is presented as a private orchestration system. The site shows the system thesis and delivery logic, while repository access is handled directly on request.
Evidence
This case note is supported by a public project surface and a reviewable implementation trail.
Self-hosted RAG search engine for private document search, hybrid retrieval, and production deployment in minutes instead of weeks.
flamehaven01/Flamehaven-Filesearch
Problem
Self-hosted RAG search engine for private document search, hybrid retrieval, and production deployment in minutes instead of weeks.
Build
Flamehaven-Filesearch is a production-grade self-hosted RAG engine for teams that need private document search, source-grounded answers, and fast deployment. It combines BM25 plus hybrid retrieval, 34 file formats, multi-LLM support, and operational security without pushing sensitive documents into third-party SaaS.
Evidence
Evidence is public through public repository, docs surface, announcement trail, README evidence.
#RAG#Self-Hosted#Document Search#FastAPI
View the case note →
Open Source & GitHub
Filter the repository catalog by visibility and type. Public repos open directly. Private or internal work should route through contact.
A Sovereign AI Blueprint for Structural Biology. Lightweight architecture implementing Digital Empathy, Risk Governance, and Scientific Validation pipeli
ProofCore is a browser-native, 100% offline-first, hybrid mathematical proof verification engine. It combines rigorous symbolic math with semantic understanding to reliably verify mathematical proofs, offering zero ex...
The fastest Python-first CLI screen recorder ∴ Instant screenshots (@sc) and lightweight GIF recording (@sv) for developer automation. No GUI, just speed.
Autonomous CI/CD recovery tool powered by GitHub Copilot CLI. Analyzes failures with multi-hypothesis reasoning, generates risk-stratified patches (Conservative/Balanced/Aggressive), and auto-applies fixes with full t...
Sovereign trust evaluator for bio and medical AI repositories, using rubric-based scoring, code inspection, and evidence-led classification for institutional trust review.
Memory layer and composition contract standard for preserving AI project continuity across sessions, with archive, playbook, self-test, and invocation structure.
Resonant Structures of Meaning (RSM): A machine-executable ontology for symbolic and interpretive AI that bridges cultural meaning and computational reproducibility
A Python toolkit to optimize LLM context by intelligently selecting, re-ranking, and managing text chunks to fit a model's budget while maximizing relevance.
Advanced simulation environment dedicated to the exploration of evolutionary algorithms, large-scale universe modeling, and sovereign agent interactions. It serves as the "Crucible" for testing hypotheses within the F...
Educational API for semiconductor exciton physics in dark matter detection. Learn Wannier model for binding energies & Bohr radii. FastAPI + SQLModel, 44 tests, S-grade quality. Free version - upgrade to DMCA Professi...
VERA Engine: Verifiable, Executable Research Artifact Engine. Making scientific reprehensibility the default by moving from "Trust Me" to "Verify This."
