Disclaimer: This page was authored by AI Agent and reviewed by HITL.
Vision
AI enables small, disciplined teams to build, automate, and launch products that once required entire
organizations. We exist to capitalize on that shift.
Mission
Our mission is to systematically automate every repeatable part of doing business, starting with
human‑in‑the‑loop decisions and evolving toward trustworthy, gate‑controlled autonomy. We focus especially on
“boring businesses”: the everyday operations, processes, and workflows that quietly keep companies running.
Market-facing, edge-enabled products that generate IP and recurring revenue.
[No name] Ghost inventory management
[Silver Frame] Medication reminder devices
[VisitMe] Aging & care visibility platforms
[AI Doorman] Physical Access & identity systems
Repository visibility: undecided about making these repos public under the MIT license — if you'd like to collaborate, shoot a message to hitl@c0nnectedcircles.com.
Where is HITL?
Studio (fuel engine)
Local-first, human-in-the-loop Studio that automates repetitive business tasks while preserving oversight
and safety.
Accelerates product development and operational automation
Deployable locally or in cloud with repeatable patterns
Human oversight, governance, and staged cloud escalation
Services
Consulting, integration, and training
Architecture & Platform Design
Connected, distributed, and cloud-native system design built for real constraints.
Eventing, orchestration, and system boundaries
Edge-to-cloud data flow and observability
Security across device, network, and cloud layers
Hands-On Senior Engineering
I implement directly—especially where ambiguity, risk, or depth is high.
Greenfield prototypes → production hardening
Performance, reliability, and incident-driven fixes
Refactors that reduce long-term drag
Consulting & Support
Adoption strategy, training, and implementation to operationalize agents and connected systems.
Adoption strategy and spec-driven training for Code agent collaboration
Implementation & IT services with Balihans for digital transformation and integration
You have an idea and need help getting it off the ground
I turn early concepts into an executable plan and a first durable implementation: boundaries,
architecture,
stack choices, and a build path that avoids dead-ends.
Architecture + first implementation (not just advice)
Clear specs and “definition of done” from day one
AI coding agents to accelerate build speed safely
Your team needs better productivity and predictability
When delivery slows down, the root cause is usually unclear intent, fuzzy interfaces, and hidden
dependencies.
I bring execution discipline that translates into reliable throughput.
Task decomposition and execution planning
Explicit interfaces, ownership, and quality gates
AI coding agents integrated into a spec-driven workflow
Your project is massive and knowledge is locked in a few people
Systems that “only a few people understand” don't scale. I help externalize knowledge, reduce key-person
risk,
and create boundaries that enable new contributors.
Architecture maps, docs, runbooks, onboarding
Refactors for clarity where it matters most
AI coding agents used safely within well-defined modules
Contact
Let's talk if
You're building something complex, stabilizing something fragile, or preparing for scale—and you want
senior hands-on leadership.
