Full-Stack Engineering & Agentic AI Systems
Embedded in Your Team.
DC3 integrates with fast-moving product teams to design, scale, and operate mission-critical end-to-end systems, autonomous agent workflows, and high-throughput data platforms.
Where DC3 adds non-linear engineering leverage.
Rather than generic contracting, we deliver senior individual contribution and architectural leadership across four high-leverage domains.
Agentic AI & Orchestration Workflows
Design and deployment of autonomous multi-agent systems, deterministic validation layers, and LLM evaluation benchmarks. We build reliable reasoning pipelines that integrate safely with real-world enterprise tools and business state.
Distributed & Event-Driven Systems
High-throughput, low-latency backends built for extreme reliability under sustained load. We implement event streaming with Apache Kafka, asynchronous worker pools, idempotency guarantees, and resilient partition handling.
Mission-Critical Data & Vector Platforms
High-integrity transactional databases, scalable schema evolution, and specialized vector search storage. We ensure ACID compliance where money moves, and ultra-fast similarity search where AI models retrieve context.
Technical Leadership & Full-Stack Delivery
Hands-on leadership for critical delivery squads. We bridge backend infrastructure to modern React and TypeScript frontends, conduct architectural reviews, and install automated CI/CD and observability tooling.
Tested in production, maintained with discipline.
We select tools based on operational simplicity, throughput, and long-term maintainability—not transient industry hype.
A delivery model structured for serious engineering.
Traditional outsourcing produces unmaintainable silos. We embed directly inside your engineering organization, committing code to your repos and owning outcomes.
Embedded, Not Detached
We work directly inside your Git repositories, Linear/Jira boards, and Slack channels. No account managers playing telephone—pure direct engineering collaboration.
Production-First Rigor
We build for production constraints: network partitions, schema migrations, and high concurrency. OpenTelemetry tracing and automated test suites are non-negotiable standards.
Cross-Domain Execution
Deep expertise spanning high-throughput backend services in Go/Python, agentic orchestration, and complex React interfaces. We eliminate cross-discipline bottlenecks.
Velocity Without Debt
Fast shipping achieved through sound architecture, not corner-cutting. We write clean, self-documenting code that your internal team will easily maintain for years.
Proven systems delivered to production.
Representative technical systems designed, built, and maintained across intensive client engagements.
AI-Powered Educational Generation Pipeline
Architected and deployed an automated question and curriculum generation pipeline for lessons aimed at U.S. students from 3rd to 8th grade.
- Automated multi-tier evaluation benchmarks and prompt regression tests
- Deterministic validation guardrails ensuring pedagogical accuracy
- Integrated editorial human-in-the-loop handoff workflows
High-Throughput Event Streaming & Telemetry
Designed a resilient, asynchronous event ingestion platform processing high volumes of transactions with sub-second processing latency.
- Apache Kafka event streaming with idempotent consumer groups
- Distributed tracing with OpenTelemetry across distributed services
- Zero-loss persistence and partition recovery with PostgreSQL
Autonomous Multi-Agent Workflow Engine
Engineered an agentic orchestration system executing multi-step reasoning, autonomous tool invocations, and verifiable schema enforcement.
- Multi-agent state machines with checkpointing and state rollbacks
- Deterministic tool sandboxing and structured schema validation
- Dynamic fallback recovery mitigating model hallucinations
Need senior engineering firepower for mission-critical systems?
Let's discuss how DC3 can integrate with your team to deliver full-stack applications, agentic AI workflows, or high-throughput platforms.
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