Engineering Excellence
We build with quality first — clean architecture, tested code, and systems designed to outlast the hype cycle.
About
We are SOSW
An AI-native systems engineering and workforce-augmentation firm. We design serverless software on AWS — and lead the agent fleets that build and run it. The model doesn't matter. The system does.
Our mission
Systems that don't break
SOSW builds reliable, scalable digital systems — serverless cloud architecture, data engineering, and the automation that operates it. We pair deep technical craft with a simple conviction: the work humans do best is the work that was impossible before.
So we don't bolt AI onto yesterday's workflows. We re-architect the workflow itself — spec-first, audited, and built to run with a fraction of the ops a comparable system would demand. That's how we've shipped production systems across ad-tech, fintech, SaaS, and healthcare for over a decade — selected case studies coming soon.
How we think
There is already no place for humans in most of today's jobs. Good.
That isn't a threat — it's a redirection. We move talented people off the monkey work and onto the problems that were out of reach before. Don't make a frontier model do the repetitive task; have it build the tool that does that task forever. You, plus your agent fleet, is the new unit of work.
How the work gets done
Tens of agents, one orchestrator
Vasya holds the context and routes the work. Specialist agents do the rest — every ticket spec-first, human-gated at each merge, and audit-trailed end to end.
- Spec-first — nothing is built before it is written down and reviewed.
- Human-gated — a person owns every decision and every merge to Done.
- Audit-trailed — every action is logged, scoped, and reversible.
What we hold to
Our values
Partnership
We’re not vendors. We become your technical partner and your agent-operations coach, solving the problem alongside you.
Transparency
Honest communication, realistic timelines, and a full audit trail. Every decision and merge is accountable and reviewable.
Continuous Learning
The frontier moves weekly. We run the newest patterns in our own operations first, then bring what survives to your stack.
Our expertise
Three disciplines, one stack
We go deep where it counts — serverless on AWS, data at scale, and the software that ties it together — and we run the agents that operate all three.
Cloud Architecture
Serverless, event-driven systems built for scale and reliability — the architecture most teams avoid, done production-grade.
Data Engineering
High-throughput pipelines, machine-learning models, and analytics that turn raw events into automated decisions.
Software Development
End-to-end product engineering, from architecture and spec to deployment and the agent fleet that keeps it running.
By the numbers
The receipts
As of 2026-07-21:
204specs written before a line of code
96agent skills in production use
5,997automated tests guarding our repos
10+years shipping complex systems
0servers to patch
Off the keyboard
The people behind the fleet
Conferences, sprints, dinners, the occasional boat — the humans of SOSW, in the room and off the clock.
Start herePick one workflow.
Pick one workflow.
We'll automate it end-to-end
The best proof is a running pilot on your real data — spec'd in a week, shipped with a full audit trail.