BLAKFRAME

BLAKFRAME is a systems engineering team based in the United Kingdom. We build custom, bare-metal no_std Rust microkernels designed for hard real-time data ingestion and deterministic scheduling. Our architecture executes directly on dedicated hardware, bypassing the latency and scheduling overhead introduced by standard operating systems and hypervisor layers.

Our current work is focused on the development of BLAKHOLE, a deterministic data orchestration engine. We are in the infrastructure provisioning and formal verification phase, building from the bare-metal layer upward. Production deployment will proceed once execution timing is mathematically verified across all critical code paths.

David Tsarskykh

Director & Systems Architect

David Tsarskykh leads the systems architecture at BLAKFRAME. He directs the development of the bare-metal microkernel and oversees the formal verification of all critical execution paths, applying SMT solvers and deductive verification frameworks to prove the absence of undefined behaviour before any code reaches production hardware.

His current focus is the architectural split between deterministic CPU scheduling at the bare-metal layer and the structuring of high-velocity datasets for downstream processing. He coordinates directly with infrastructure partners to validate execution timing on dedicated hardware before expanding the node footprint.

Technical Summary

What does BLAKFRAME build?

We build custom, bare-metal no_std Rust microkernels for hard real-time data ingestion and deterministic scheduling. Our architecture is designed to structure and route high-velocity datasets with mathematically proven memory safety and near-zero latency on the CPU, without the overhead introduced by standard operating systems or hypervisor layers.

Why memory-safe systems?

To eliminate the class of vulnerabilities and undefined behaviour associated with manual memory management. Our no_std architecture enforces memory safety at the language level, removing the possibility of buffer overflows, use-after-free errors, and data races from the execution environment. This is a prerequisite for deployment on safety-critical and mission-critical hardware.

How is execution integrity verified?

By rejecting probabilistic assumptions. We do not rely on standard virtual machines or containerised environments. We apply formal verification using deductive frameworks and SMT solvers to prove the absence of panics, arithmetic overflows, and specification violations before execution reaches dedicated hardware.

Engineering Status

What is the current phase?

We are in the infrastructure provisioning and hardening phase. Custom microkernel logic is being tested on isolated bare-metal nodes under sustained load. We are applying formal verification to all consensus-critical code paths before expanding the hardware footprint. Production traffic activates only when execution timing is mathematically stable.

How are hardware partnerships structured?

Rather than requesting access to partner test-benches, we provide runtime verification contracts and compliance models. This allows evaluation teams to mathematically verify our execution timing within their own simulation environments before any physical integration is discussed.

Why has the release timeline been extended?

Additional time has been allocated for formal verification of all critical logic paths, resilience testing against fault injection scenarios, and validation of execution determinism under sustained memory pressure. We do not move to the next phase until the current phase is complete.

What does the hardening phase consist of?

Sustained load testing across target hardware configurations to identify performance degradation, memory pressure, and thermal throttling. Consensus-critical components are being formally verified using deductive verification frameworks and SMT solvers to prove the absence of panics, arithmetic overflows, and specification violations in production code paths.

What compute environments are in use?

We use high-density GPU clusters to process and structure foundational datasets, while deploying core execution logic strictly onto dedicated CPU and bare-metal nodes. This architectural split prevents hypervisor latency from interfering with the scheduling determinism of the microkernel layer.

How does BLAKHOLE interact with these nodes?

BLAKHOLE executes exclusively on isolated bare-metal nodes, not multi-tenant cloud environments. This guarantees that execution timing and data pathways are not subject to external scheduling interference, hypervisor overhead, or shared resource contention.

How is cross-border operational integrity maintained?

Through mathematical determinism rather than legal assumption. Every node we deploy, regardless of physical location, executes the same memory-safe microkernel. All data paths are immutable. Execution behaviour is identical across jurisdictions because it is governed by the architecture, not by policy.

What is the funding structure?

BLAKFRAME is self-funded. Compute resources are secured through direct infrastructure partnerships. This structure preserves full technical ownership and avoids the governance complications that accompany external capital.

Operational Record

Q4 2025

BLAKFRAME LTD incorporated in England and Wales (Company No. 16726125). Registered office established at 71-75 Shelton Street, London. Director appointed. SIC code 62012 assigned.

January 2026

Compute provisioning initiated. High-density GPU instances secured to commence the processing and structuring of foundational datasets. Initial bare-metal testing environment established for the custom microkernel.

April 2026

Data ingestion and structuring engines in active development. Hardening phase continues with formal verification of production code paths using Creusot and Z3. Direct technical outreach initiated to infrastructure and research partners to validate execution timing on dedicated edge compute.

History

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Bare-Metal Systems Engineering