I build Systems the way I think them: from the fuzziest intent to a living, auditable object,
with AI agents as peers under my review, or alone.
⚖️ Ethics | English v0.1 | French v0.1
🛠️ Methodologies
DRAFT | My methodology, opened
My own working methodology, refined and made public: the sequence by which I approach reality, specify a System and compose it. Five dimensions (ideas, rules, design, build, field feedback) in one
.draft/folder that humans and AI agents can audit and inherit. Use it to see how I work, or to work that way yourself.
HEXIS | Memory for AI agents
A portable memory and routing layer for my Claude agents, across every machine I work on: what has been reasoned once is stored as skills, facts and memories, so no reasoning is paid for twice. Private R&D, for now.
0️⃣ - No standard limitation
I do not reject a system or a method because it is exogenous or unconventional: standard judgements are what keeps rupture solutions from being found.
1️⃣ - System modeling by contracts
Every unit gets a written contract before it is built: what it owns, takes, does, guarantees, and how it fails. Flows and invariants, so logical blocks assemble into a System that scales.
2️⃣ - Crystallization of cognition
Research on automating and scaling cognition: tools that augment what a human can do alongside AI peers, and that keep the quality extracted from every block of tokens spent.
3️⃣ - Multi-channel communication
Humans and AI agents talk through self-documenting architectures: DRAFT Matrices, FMBOA requirements, BIOPGE contracts, Markdown, vector databases.
| Most explored | |
|---|---|
| Low level | C11, C++23, Rust, Unix, Shell |
| Infrastructure | Docker, Linux, Git, Cloudflare |
| Autonomous systems | Python, LLM, APIs, VectorDB |
| Web & deployment | Astro, PHP, Cloudflare services |
| Latest | Description |
|---|---|
| 42 Next curriculum 🇫🇷:RNCP-7 🇪🇺:EQF-7 | Intensive computer science studies. Proving ground for DRAFT and for team work. |
DRAFT |
My methodology as an open-source method: a five-dimension contract for any System, any domain, any agent, any skill level. |
NOESIS WIP |
Portable epistemic substrate engine: indexes, crystallizes and retrieves structured knowledge across inference cores. Better knowledge bases, lower inference cost. |
PACT (archive) |
DRAFT's precursor: an attempt to reunify formal methods (B Method, VDM) whose completeness discourages individual adoption. Superseded by DRAFT, which keeps the minimal layer a solo practitioner can act on. |
🎓 42 Nice