About
For over a decade I have led the engineering of Convoflo, a client messaging platform trusted with sensitive files, signatures and online payments, and taken it through SOC 2 Type 2.
Today I help teams connect that kind of foundation to AI: clear processes, clean APIs, agents with a human in the loop, and codebases an AI can actually work in. Safely, measurably, and without rewriting everything.
AI-ready workflows
Business
Processes agents can run, and people can trust
Turning manual steps into clear, automatable ones; exposing systems through APIs, webhooks and MCP servers; human approval on anything touching clients, money or signatures; audit trails that hold up to SOC 2.
Development
Codebases and pipelines built for AI teammates
Claude Code and agents wired into how the team already works; conventions, context files and tests as guardrails; automated review in CI; production errors from Sentry and Nightwatch turned into reviewed fixes.
Foundations
AI is only as good as what it plugs into. These are the foundations I have spent fifteen years getting right.
Security & compliance
SOC 2 Type 2, encryption at rest and in transit, strict data protection: the same controls AI access has to respect.
APIs & integrations
Decoupled systems connected through REST APIs, OAuth and event-driven webhooks, the surface agents and automations build on.
Performance & reliability
Query tuning, strategic indexing, real-time replication and monitoring that keep multi-tenant platforms fast under load.
Architecture
Multi-tenant SaaS with clear boundaries between services, so new capabilities, AI included, land without breaking what works.
Projects
Convoflo
Secure client messaging, files, e-signatures and online payments for professional firms. Lead engineer and architect for over a decade.
Oramood
A screen-free audio companion for the whole family: fire crackle, original stories, lullabies, riddles and nature sounds.
PoutineTown
Find, rate and share the best poutine spots, curated by locals and food lovers.
Stack
- AI
- Claude, Claude Code, MCP, Agent SDK, Amazon Bedrock
- Backend
- Laravel, PHP, MySQL, REST APIs, OAuth, webhooks, Zapier
- Frontend
- React, TypeScript
- Cloud
- AWS: EC2, S3, RDS Aurora, ElastiCache, Lambda, CloudWatch, CloudTrail
- DevOps
- CI/CD, GitHub, Sentry, Nightwatch, vulnerability scanning, SOC 2
Contact
Working on making your workflows AI-ready, or want to compare notes? I am always happy to talk shop.
Write to alex@deme.rs