Sekura JS Formal Verification: Proving Compiled Programs Against SJV Contracts

Sekura JS now verifies the compiled SOBJ artifact against formal SJV contracts. This article explains the source-to-proof pipeline, preconditions, postconditions, symbolic execution, SAT and UNSAT results, counterexample diagnostics, verification identity, and the limits of the current system.

Sep 8, 2026 · 10 min · Akhat T. Kuangaliyev

Preparing Sekura JS for Open Source: Compiler, Language, and Verifiable Computing

Sekura JS began as an internal systems programming language for the Sekura stack. This article explains what already exists, what must be prepared before publication, and how an open compiler can support a more inspectable relationship between software, Reganta OS, and Memora8.

Sep 4, 2026 · 10 min · Akhat T. Kuangaliyev

Memora8 on Artix-7: From Simulator to a Working FPGA Processor

Memora8 has moved from the mr8sim simulator to a working networked MR8 processor on an Artix-7 XC7A200T FPGA. This report explains the hardware profile, transport protocols, memory ownership model, timing work, verification results, and next steps.

Aug 30, 2026 · 12 min · Akhat T. Kuangaliyev

Sekura Talk Begins Public Testing | A Live Conversation Without History

A first post in the Sekura Talk cycle: why we built a live conversation layer without permanent history, how it works, and what public testing is meant to validate.

Aug 18, 2026 · 4 min · Akhat T. Kuangaliyev

The Internet Has Become Too Complicated for Simple Conversation | Why We Need a Better Talk Layer

A category-style article about why the internet needs a simpler conversation layer: public talk, less profile friction, less algorithmic mediation, and more user control.

Aug 16, 2026 · 7 min · Akhat T. Kuangaliyev

The Missing Layer Between Humans and AI | Why AI Needs Expert Knowledge

AI needs more than documents and tools. It needs an Expert AI Layer: structured human judgment, methods, rules, and exceptions that help models act like experienced professionals.

Aug 7, 2026 · 10 min · Akhat T. Kuangaliyev

Reganta Boot Sequence: From ROM to a Running System | Contract-Based OS Loading, RAW Images, and Atomic CPU Restart

A simplified English overview of the Reganta boot path from ROM to a running system, including RAW images, verified modules, PageMover transfer, and atomic CPU_RESTART.

Aug 1, 2026 · 8 min · Akhat T. Kuangaliyev

Flexible Stream Control and CPU Sleep in Memora8 | SmallFIFO Tuning, Event-Pool Wait, and BLAKE3 Performance

Memora8 gained adaptive SmallFIFO width and programmable CPU sleep, reducing overhead, improving BLAKE3 throughput, and keeping digest output unchanged.

Jul 25, 2026 · 9 min · Akhat T. Kuangaliyev

General Theory of the Reganta Operating System | AI-Ready Kernel, Modules, Streams, and Page-Based Memory

Reganta is an OS theory centered on streams, modules, and page-based memory coordination across Function Devices, with a contract model suited to AI-driven systems.

Jul 25, 2026 · 6 min · Akhat T. Kuangaliyev

📚 Noda — Sekura Knowledge Base for the AI Era | AI Knowledge Base, MCP, Canonical Source of Truth

Noda is Sekura’s AI knowledge base and canonical source of truth: approved articles, MCP access, and trusted answers for teams.

Jul 7, 2026 · 4 min · Akhat T. Kuangaliyev