Software Development
From architecture to production — backends, APIs, and distributed systems that handle real load without drama.
AI-native systems engineeringWe build systems
We build systems
that ship themselves.
SOSW designs serverless, AI-native software on AWS — and trains your team to lead the agent fleets that build and run it. The model doesn’t matter. The system does.
10+years shipping complex systems
7specialist agents, one orchestrator
170+specs written before a line of code
0servers to patch
What we do
Engineering across the whole stack — and the agents that run it.
Data Science & Machine Learning
ML models and data pipelines that feed insights into your product. From raw data to automated decisions.
Consulting & Audit
We review your stack, spot costly inefficiencies, and deliver a clear roadmap — architecture, cost, and security hardening.
Data Processing Systems
High-throughput pipelines processing millions of events without failure. Real-time or batch, designed for reliability at scale.
Architecture & Infrastructure
Event-driven, serverless architectures that absorb any load with zero ops overhead and infrastructure as code.
AI Agents & Automation
We build the agent swarms and automation pipelines we run ourselves — spec-first, audited, production-grade.
How we think
There is already no place for humans in most of today’s jobs. Good.
We don’t bolt AI onto old workflows — we redirect people to the work that was impossible before. Don’t make a frontier model do monkey work; have it build the tool that does that work forever. You, plus your agent fleet, is the new unit of work.
Read the manifesto →How we work
Autonomy is a dial, not a switch.
The difference is never the model — it’s the harness around it: permissions, review gates, budgets, audit trail. We meet you at the right setting and graduate from there.
AI-augmented
Human drives, AI multipliesA developer and an agent in one session, every change watched live. The human owns each decision and merge. Features in days, not weeks.
Supervised agents
Agents execute, humans gateAgents work whole tickets end-to-end, unattended — with a review agent and human validation before anything reaches Done. This is how fundshub.io was built.
Autonomous operations
Agents run, humans auditScheduled loops act without a human present, inside hard guardrails: budget caps, kill-switches, scoped access. We run this on our own product today.
What sets us apart
- We specialize in what most teams avoid — serverless, event-driven systems on AWS. Production-grade only, no shortcuts.
- 10+ years shipping complex systems across ad-tech, SaaS, healthcare, and fintech. We know what breaks before it breaks.
- We run AI agent swarms in our own operations. The same automation architecture we use internally, we build for clients.
Technology
A deliberately boring, battle-tested stack.
AWS LambdaPythonDynamoDBEventBridgeApache SparkOpenSearchAWS SAM / CDKCloudFrontPostgreSQLStep FunctionsSQSS3Machine LearningAI AgentsEvent-DrivenServerlessDockerCI/CD
We teach teams to lead their own agent fleets.
Onboarding humans is its own discipline. Our AWS Cloud Solutions curriculum and the “augmented mindset” program give developers — and the people who manage them — the serverless and agent-operations skills the market now demands.
Explore the Training Center →The SOSW framework.
Our open-source toolkit for orchestrating serverless workers on AWS — the same patterns behind the systems we ship. Read the docs, run it yourself, build on it.
docs.sosw.app →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. Tell us what’s slowing you down.