// 01
AI Agent Development
Manual workflows eat team hours, and rule-based automation breaks on real-world edge cases.
Agents that complete real work — support, operations, research — with humans in the loop where it matters.
- Agent design, tool & API integration
- Evaluation suites and monitoring
- Guardrails and human-approval flows
Claude · GPTMCPmulti-agent
AI agent development →
// 02
LLM Integration & RAG
Generic chatbots answer from the internet — not from your data — and get things wrong.
LLM features grounded in your documents and systems, designed to reduce hallucinations.
- Retrieval pipelines and vector search
- Prompt & context engineering
- Evaluation and quality monitoring
RAGvector DBsembeddings
LLM & RAG integration →
// 03
Mobile App Development
App projects stall in the gap between a demo and a release users can rely on.
Android & iOS apps shipped at production quality, with the release pipeline to keep them updated.
- Native Kotlin or cross-platform builds
- Offline-first data and sync
- Store release, CI and crash monitoring
KotlinFlutteron-device AI
Mobile development →
// 04
AI Security & Guardrails
AI features introduce new risks: prompt injection, data leakage, unpredictable output.
AI you can put in front of customers — tested, guarded and observable.
- Guardrail design and output filtering
- Red-team review of AI features
- Evaluation and abuse monitoring
prompt-injection defenseevals
AI security →
// 05
Cloud & DevOps
Deployments are manual, environments drift, and the cloud bill creeps upward.
Repeatable infrastructure with CI/CD, observability and cost kept in check.
- Infrastructure as code
- Pipelines, monitoring, alerting
- Cost and reliability reviews
KubernetesDockerTerraform
Cloud & DevOps →
// 06
Data & Scalable Architecture
Systems that worked at launch strain as data volume and traffic grow.
Architecture that scales without a rewrite — designed for the load you'll have, not just today's.
- System design and review
- Event-driven services and streaming
- Data pipelines and storage design
event-drivenPostgreSQLstreaming
Data & architecture →