Formal Verification of SystemVerilog in Memora8: RTL Contracts and Proof Scope

Memora8 is developing a formal verification path for real SystemVerilog modules. This article explains why simulation and formal methods complement each other, how RTL properties are checked, what the current SystemVerilog subset supports, how SJP binds results to RTL and contracts, and why verification claims are made property by property.

Sep 23, 2026 · 8 min · Akhat T. Kuangaliyev

Memora8 Memory Architecture: K4,4 Topology Closes 125 MHz Timing on Artix-7

A report on finalizing the baseline Memora8 cluster memory geometry: 8 CPUs, 16 physical shared banks, 32 logical banks, 128 pages of 8 KiB, and 1 MiB SRAM. The K4,4 topology routed on an Artix-7 XC7A200T at 125 MHz with positive timing slack and one-cycle CPU reads; full integration with the MMU and other processor blocks remains to be verified.

Sep 23, 2026 · 8 min · Akhat T. Kuangaliyev

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

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