Hardened in the most demanding codebases on Earth: LLVM, OpenAI Triton, Meta Velox, and DuckDB.
We design, build, and debug critical low-level systems where failure is not an option: distributed consensus, memory invariants, compiler AST lowerings, lockless synchronization, and high-throughput execution engines with mathematical verification.
Proven directly against the world's most rigorous engineering standards: our invariant patches have merged cleanly into LLVM (#215076), DuckDB (#26443), Meta Velox (#18529), OpenAI Triton (#12221), and Tokio (#8595).
Ensure tight memory accounting, backpressure control, and deadlock-free asynchronous execution across high-concurrency workloads.
Move from symptom to execution behavior, architectural invariant, and root cause to ship minimal durable patches.
Validate systems with deterministic unit, integration, and stress tests to prove correctness before production release.
Tailored Architecture Sprint
Start dates and delivery windows are confirmed after scope review.
Retainer / Custom SLA
Start dates and delivery windows are confirmed after scope review.
Surgical GPU memory optimization, KV Cache engineering, custom Triton/CUDA kernel fusion, and low-latency inference architecture for frontier labs and enterprise clusters.
Explore service03AI agents, tool-using workflows, OpenClaw, Hermes, LangChain, custom orchestration, and human-in-the-loop systems.
Explore service04Business workflows, internal systems, API automation, operations automation, and cross-system integration.
Explore service05Architecture, MVP → production, technical product delivery, API/backend/frontend integration, and deployment.
Explore service06Architecture reviews, technical due diligence, system design, root-cause analysis, and engineering direction.
Explore service02Model serving, AI infrastructure, and agent orchestration.
Explore service05Full-stack software engineering from architecture to production.
Explore service01Automate deployments, improve reliability, and prepare for scaling.
Explore service05From architecture and MVP to scalable production platforms.
Explore service05Luxury-caliber design systems and meaningful user experiences.
Explore service01Keeping your production systems reliable and performant 24/7.
Explore service03Private AI agent infrastructure and multi-step tool orchestration.
Explore serviceA 30-minute discovery call to clarify scope, availability and the right engagement model for your project.
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