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Invariants/Methods ⇄ Epistemic Compression ⇄ Knowledge Generator
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Invariants/Methods ⇄ Epistemic Compression ⇄ Knowledge Generator

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Sayca-Jferone/README.md

🥖 Hello there 🇫🇷

📜 Ethical corpus : ETHICS 🇬🇧 ETHICS 🇫🇷

❔ DRAFT is a 5-dimensions invariant matrix, designed to reduce cognitive load throught systems development journey, under staged logical resolution.


🧠 Posture

  1. Passive recon / CTF profile: operates as an advanced user in systems where developer-level permissions are out of reach.
  1. Systems modeling in contracts, flows, and invariants, to transduce logical blocks into a system at its maximum scalability.
  1. Cognitive tool design for augmenting human skills and work capacity, alongside AI agentics.
  1. 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

⚙️ Activities

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 formal method under a 5-dimension invariant matrix. Applicable to any domain, any agent, any user's skills level.
[NOESIS] WIP Portable epistemic substrate engine. Indexing, crystallizing and retrieving structured knowledge across inference cores. More quality in knowledge bases, less inference cost.
PACT (archived) 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 Superseded by DRAFT, which isolates the minimal layer actionable by a solo practitioner.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 + extra-42 portfolio.

Links

💼 LinkedIn 🎓 42 Nice 🧪 Sayca Labs Webservice

Pinned Loading

  1. DRAFT DRAFT Public

    ⬠ DRAFT ⬠ Systems orthogonal development method : The domain-agnostic 5-dimensions invariants matrix designed to reduce Human/Synthetic cognitive load through staged logical resolution, from fuzzy …

    Makefile 1

  2. 42_Projects_unlicensed 42_Projects_unlicensed Public

    Projets 42 Nice. C/Unix, cursus RNCP-7. Code source délicencié, indexé par domaine.

    1

  3. RecursiveTriad RecursiveTriad Public

    [DEPRECATED] Un framework de cognition symbiotique développé depuis 2019. Employable depuis 2022 avec des LLM grand public. Structure l'intention humaine pour piloter l'exécution IA par consensus b…

    1