What We Solve

Win microseconds. Control p99.9. Stay deterministic.

We design, audit, and rebuild trading infrastructure for teams competing at microsecond precision. We fix jitter, queues, packet drops, recovery gaps, protocol edge cases, and observability blind spots.

That usually shows up as tail latency p99.9 kills PnL even when p50 looks great, jitter from non-deterministic execution paths, feed gaps, replay inconsistency, broken recovery, and protocol complexity: ITCH, OUCH, FIX, native APIs, throttles.

What You Get

  • Deterministic execution with tight variance control
  • Tick-to-trade pipeline optimized for p99.9, not averages
  • Order routing with recovery logic, throttling, and failover
  • Market data engines: feed handlers, parsers, order book builders
  • Latency observability: heatmaps, tracing, deterministic replay, and reproducible benchmarking

Stack and Capabilities

Networking and Kernel Bypass

  • DPDK, zero-copy RX/TX, lock-free rings
  • XDP, AF_XDP fast paths
  • RSS, flow steering, NIC tuning
  • Microburst mitigation, queue discipline, buffer strategy

Time and Latency Measurement

  • PTP synchronization and clock discipline
  • Hardware NIC timestamping
  • SO_TIMESTAMPING and end-to-end breakdown
  • p50, p99, p99.9 tail analytics

Market Data and Protocols

  • Feed handlers, normalizers, binary parsers
  • Order book builders, gap recovery, replay
  • ITCH, OUCH, FIX, native exchange APIs
  • SBE and custom binary codecs

Execution Engines

  • C++ and Rust, deterministic state machines
  • NUMA-aware design, CPU affinity, memory pinning
  • Cache line alignment, huge pages
  • Inline ASM only where it pays off

Reliability Under Volatility

  • Backpressure design, load shedding, stable recovery
  • Kill switch, limits, pre-trade risk without chaos
  • Deterministic failover, warm standby patterns
  • Incident-grade diagnostics and test harnesses

Hardware Acceleration

  • FPGA deterministic paths, ROI-driven
  • Wire-to-decision optimization
  • CPU plus FPGA co-design without over-engineering
  • Targeted acceleration: parse, filter, risk, route

Why Teams Choose SToFU Systems

Senior-led delivery. Clear scope. Direct technical communication.

01

Direct Access

You talk directly to engineers who inspect the system, name the tradeoffs, and do the work.

02

Bounded First Step

Most engagements start with a review, audit, prototype, or focused build instead of a giant retained scope.

03

Evidence First

Leave with clearer scope, sharper priorities, and a next move the business can defend under scrutiny.

Delivery Senior-led Direct technical communication
Coverage AI, systems, security One team across the stack
Markets Europe, US, Singapore Clients across key engineering hubs
Personal data Privacy-disciplined GDPR, UK GDPR, CCPA/CPRA, PIPEDA, DPA/SCC-aware

Contact

Start the Conversation

A few clear lines are enough. Describe the system, the pressure, the decision that is blocked. Or write directly to midgard@stofu.io.

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