Building now / Evidence over claims
Building now. Products, platforms, proof.
Two active businesses, three detailed case studies, and four public repositories across verification, AI platforms, model serving, and cloud operations. Different commercial modes, one engineering discipline.
- 01 Product company
- 02 Consulting practice
- 03 Case studies
- 04 Public repositories
Active businesses
What I am building and selling now.
Shipmoor turns product and engineering conviction into software. Drizzle brings the same operating discipline directly into client platforms and teams.
- 01Intent
- 02Evidence
- 03Verdict
Founder / solo builder
Verification for the agent era.
A local-first verification layer for agent-assisted engineering. Deterministic evidence decides whether a change earned its claim; models can advise, never gate.
- Live Free + Pro product
- CLI + agent harness + IDE
- Deterministic blocking floor
- Daily CI use at an AI lab
- 01Frame
- 02Build
- 03Enable
Independent consulting
Platform decisions that survive production.
Hands-on platform and ML infrastructure consulting, from GPU Kubernetes and model serving to cloud foundations and agent-operable systems.
- ML platform architecture
- Cloud foundations
- Agent infrastructure
- ADRs + runbooks + enablement
Case studies
Architecture under real constraints.
Two anonymized production platforms and one public field build, each separating inspected implementation, bounded validation, reported outcomes, and explicit claim boundaries.
C1 / Anonymized production platform / Production case
Building a Secure Agentic Cloud Operations Platform
A tenant-bound, read-oriented cloud-operations platform separating authenticated interaction, explicit reasoning, typed tools, and temporary cloud identity; mutation stayed outside the implemented loop.
- 11 source-inspected AWS tools
- 4 production workload types
- Short-lived tenant identity
- Read-oriented autonomy
Expanded case study / OpenC2 / Anonymized AI and data platform / Production case
From Fragmented Property Data to a Production AI Platform
A shared multimodal intelligence core connecting canonical data, replaceable models, real-time and batch execution, evidence, and product-private context.
- ~1M events/day · reported
- ~20 self-hosted models · reported
- 10 training pipelines · reported
- 69% smaller response shape · bounded
Expanded case study / OpenC3 / Executed field build / 2025
DeepSeek R1 on demand
A complete path from Terraform and Karpenter to an L4-backed vLLM runtime, streamed inference, and model-serving telemetry on Amazon EKS.
- EKS 1.31
- vLLM 0.7.0
- 1 x NVIDIA L4
- $0.34-0.50/hr estimate
Expanded case study / OpenCollection standard
What made the cut.
- A
Original systems
Forks, mirrors, and tutorial copies do not enter the collection.
- B
Visible evidence
A running artifact, implementation depth, or public adoption must be inspectable.
- C
Distinct layer
Each project adds a different part of the operating stack to the story.
- D
Named boundary
Prototype and historical work stays labeled instead of being inflated into production claims.
Selected repositories
Different layers. The same discipline.
Each selection owns a clear operating surface and states exactly where the public implementation ends.
AWS MCP Gateway
A Python control plane that exposes selected EC2, EKS, Cost Explorer, and AWS Knowledge operations behind a bearer-authenticated FastAPI execution API.
- 16 decorated tools
- 4 registered domains
- STS credential cache
BoundaryPrototype boundary: the working transport is a custom REST execution surface, not yet an interoperable MCP HTTP transport.
- 01Agent
- 02API
- 03Tools
- 04AWS
System path / R1
Terraform Helm Linkerd2
A reusable Terraform module that generates Linkerd identity PKI and installs the service-mesh control plane in standard or high-availability mode.
- 1.1K+ Registry downloads
- 2 published releases
- ECDSA P-256 identity chain
BoundaryHistorical boundary: it targets the legacy Linkerd chart and is presented as module-design and adoption evidence, not a current installer.
- 01Root CA
- 02Issuer
- 03Helm
- 04Mesh
System path / R2
GKE Platform Reference
An end-to-end multi-environment platform connecting VPC and private regional GKE provisioning with PostgreSQL and a Helm-deployed Flask service.
- Dev + production profiles
- Private regional GKE
- PostgreSQL / HA modes
BoundaryHistorical boundary: the checked-in deployment evidence is from 2021 and the provider and chart generations require modernization before reuse.
- 01VPC
- 02GKE
- 03Postgres
- 04App
System path / R3
Azure AKS with Terraform
A modular AKS build separating network, identity, cluster, and Log Analytics concerns, with autoscaling and control-plane diagnostics.
- 21 stars / 36 forks
- VMSS + cluster autoscaling
- 5 control-plane log streams
BoundaryHistorical boundary: this is AzureRM 2.x and Kubernetes 1.16-era infrastructure, retained as evidence of modular platform foundations and public reuse.
- 01Network
- 02Identity
- 03AKS
- 04Logs
System path / R4
The wider source archive
The collection is selective. The work is public.
Smaller experiments, talks, operators, and older infrastructure remain available on GitHub without being promoted beyond their evidence.