Agentic AI
Development
Multi-agent orchestration, autonomous reasoning, RAG pipelines, LLMOps, and B2B agentic SaaS — production systems for startup founders, not chatbot wrappers.
Startup & business projects only — not accepting job applications.
LangGraph · CrewAI · HITL
Multi-Agent Orchestration
Digital teams where multiple AI agents delegate tasks — hierarchical CrewAI crews, LangGraph state graphs, and human-in-the-loop approval before critical actions.
- LangGraph State Graphs
- CrewAI Role-Based Agents
- Human-in-the-Loop (HITL)
- Agent State Persistence
- Sequential & Hierarchical Delegation
- Verbose Agent Monitoring
ReAct · Self-Correction
Autonomous Reasoning Agents
Agents that reason, act, observe, and fix themselves — ReAct loops, reflection against constraints, and structured function calling.
- ReAct Reason + Act Loops
- Self-Correction & Reflection
- Function Calling & JSON Mode
- OpenAI · Claude · Ollama
- Token & Cost Optimization
- Constraint Validation
pgvector · Qdrant · Embeddings
RAG & Agent Memory Systems
Retrieval-augmented agents with vector databases, smart chunking, metadata filtering, and long-term memory that persists across server restarts.
- Text Embeddings & Chunking
- pgvector / Qdrant Setup
- Metadata Filtering
- Short & Long-Term Memory
- Document Q&A Pipelines
- Enterprise File Indexing
FastAPI · Playwright · Async
Agentic APIs & Async Backends
High-performance Python backends — async FastAPI, Pydantic v2 validation, Playwright scraping, and concurrent PostgreSQL for agent tool execution.
- FastAPI + Dependency Injection
- Async SQLAlchemy 2.0
- Playwright Browser Control
- Stealth Scraping Workflows
- Background Task Queues
- Pydantic v2 Data Validation
LangSmith · Docker · Security
LLMOps & Secure Agent Deploy
Trace agent runs, evaluate reliability over thousands of executions, sandbox unsafe LLM-generated code, and deploy on AWS/GCP with auto-scaling.
- LangSmith / Phoenix Tracing
- Agent Reliability Evals
- Prompt Injection Defense
- Docker / WASM Sandboxing
- Redis + Celery Workers
- Cloud Auto-Scaling
Multi-tenant · Stripe · SaaS
B2B Agentic SaaS Launch
Package your agent network as a monetizable B2B product — multi-tenant data isolation, Stripe subscriptions, API token credits, and S3 report delivery.
- Multi-Tenant Architecture
- Stripe Subscription Billing
- API Token Credits
- Automated PDF Reports
- S3 / Cloud Storage
- Usage Analytics Dashboard
30-min call or chat
Free Agent Architecture Consultation
Not sure which agent pattern fits? ReAct vs multi-agent vs RAG — honest architecture advice and MVP roadmap, completely free.
- Use-Case Mapping
- Agent Pattern Selection
- Tech Stack Recommendation
- Scope & Timeline Planning
- Cost Estimation
- Honest MVP Advice
Free Consultation —
No Pressure
Describe your startup use case. I'll recommend the right agentic architecture and share pricing after we discuss scope.