CTO / AI orchestration, Mission Critical, Safety Critical Systems. Background in C++, Python. Location: USA
I'm working as CTO at Onfleet with a background in building mission-critical and safety-critical systems. I apply that same rigor to agentic engineering by treating both humans and models as fallible actors and designing explicit process, verification, and evidence loops. From crash-safe logging to AI orchestration, the through-line is consistent: create a system that can be trusted through independent verification, layered review, and human gates, not by hoping any single actor gets it right.
"You should never trust a single actor. Not a human. Not a machine. You trust a system built on independent verification, layered review, and evidence. We trust repeatable processes backed by evidence"
"Unlocking agentic engineering leverage comes from discipline, process, and constraints."
"The human becomes the system thinker."
"When speed is abundant, precision is scarce."
Source: quest issue #53, quest README
- Quest, Multi-agent orchestration for software development: structured AI teamwork with checks, balances, dual reviews, and human gates in service of one principle: "Stop blaming the model. Fix the process."
- CandidTalentEdge [private beta release], Privacy-first candidate screening that elevates the hiring manager, not replaces them. Cuts through resume-writing noise to surface real candidate signals, strengths, gaps, and evidence, with every decision documented and auditable. AI as untrusted component; humans drive, amplified by agentic insight.
- Legion [pre-beta hardening], Transparent, adaptable orchestration framework in Rust. Every decision is traceable. Supports constellations from simple to complex for non-technical through technical users, production-quality, opinionated about good software from the start, with custom skills and coding culture built in.
- g3log, Asynchronous, crash-safe C++14 logger (955 stars, 282 forks). Author and community maintainer.
| Repo | Stars | Forks | Language | Description |
|---|---|---|---|---|
| quest |  |
 |
Python | Structured AI teamwork with checks and balances. |
| g3log |  |
 |
C++ | Asynchronous, crash-safe logger. C++14, cross-platform. |
| StopWatch |  |
 |
C++ | Timing utility built on std::chrono. |
| g3sinks |  |
 |
C++ | Ready-to-use sink integrations for g3log. |
| lock-free-wait-free-circularfifo |  |
 |
C++ | Lock-free, wait-free circular FIFO implementation. |
| concurrent |  |
 |
C++ | Concurrent wrapper for async FIFO-style calls. |
| active-object |  |
 |
C++ | Active Object snippets for C++11/03/Qt. |
| StringFix |  |
 |
C++ | Lightweight C++ string manipulation helpers. |
| metrics-and-insights |  |
 |
Python | Engineering metrics from Jira and GitHub for process improvement and data-driven insights. |
| blog_linkedlist_vs_vector |  |
 |
C++ | Benchmark and blog companion code snippets. |
- Fast Coding vs Slow Coding Is the Wrong Debate
- Field Notes from Multi-Model Orchestration
- Introduction Quest: Multi-Agent Orchestration for Software Development
- Chaos Vibe vs Quest: Reliable Quality Through Engineering Process
- Miami Tech Summit: Demonstrating the Flexibility of Skills
- Stop Blaming the Model. Fix the Process
