A 5-dimensions invariant matrix designed to reduce developer cognitive load through staged logical resolution, from fuzzy intent to live systems.
- Passive recon / CTF profile: operates as an advanced user in systems where developer-level permissions are out of reach.
- Systems modeling in contracts, flows, and invariants, to transduce logical blocks into a system at its maximum scalability.
- Cognitive tool design for augmenting human skills and work capacity, alongside AI agentics.
- Multi-channel communication between human/LLM agents through self-documenting architectures (DRAFT matrix, BIOPGE logic blocks, Markdown, RAG VectorDB).
Tech stack
| Techs | |
|---|---|
| Low level | C11, Unix, Shell |
| Infrastructure | Docker, Linux, Git, Cloudflare |
| Autonomous systems | Python, LLM, APIs, VectorDB |
| Web & deployment | Astro, Cloudflare Pages |
| Repo | Description |
|---|---|
| 42next curriculum toward RNCP 7 | Intensive computer science studies. Application ground for DRAFT and team work. Unlicensed deliverables publication coming (H2 2026). |
DRAFT |
Open Source 5-dimension cognitive matrix. Applicable to any domain, any agent, any level of initial ambiguity. |
PACT (deprecated) |
DRAFT's precursor: an attempt to reunify formal protocols (B Method, VDM) whose completeness fragments individual adoption. Superseded by DRAFT, which isolates the minimal layer actionable by a solo practitioner. |
Saycalabs.com |
Domain hosting my interactive services and extra-42 portfolio. |
dotfiles |
Modular shell configs for WSL2, Linux, macOS |