Services
Focused Engagements, Senior Execution
Short, defined-scope projects with clear deliverables. No lengthy retainers unless you want one. Every engagement benefits from Claude Code-assisted delivery — faster timelines, same senior rate.
AWS Serverless Architecture
Full design or review of event-driven AWS systems. Lambda, DynamoDB, CDK, SQS, EventBridge, API Gateway, CloudFront. Deliverables include architecture diagrams, CDK code, and cost models.
- ✓ Serverless migration from EC2/ECS
- ✓ Cost modeling at 10x scale
- ✓ CDK infrastructure as code
- ✓ Architecture review and risk report
AI & LLM Pipeline Design
Production-grade AI agent pipelines using Anthropic (Claude), open-source LLMs, and domain-specific models. Covers ingestion, embedding, inference, and autonomous action loops.
- ✓ Autonomous agent architecture
- ✓ LLM cost and latency optimization
- ✓ FinBERT and domain-adapted NLP
- ✓ Claude Code workflow integration
Technical Due Diligence
Independent written assessment of a target company's codebase, architecture, and infrastructure. Delivered as a structured report covering scalability, technical debt, cost structure, and team capability.
- ✓ AWS and cloud cost analysis
- ✓ Codebase quality and maintainability
- ✓ Security and compliance surface area
- ✓ Scalability and runway assessment
Async Code Review Retainer
Ongoing principal-level oversight for your engineering team. Weekly async PR reviews, architecture comments, and Loom walkthroughs — no meetings required.
- ✓ 5–10 hours/week, fully async
- ✓ PR reviews and architecture guidance
- ✓ Loom walkthroughs for complex topics
- ✓ Flexible month-to-month
Expert Advisory Calls
1-hour direct advisory calls on fintech infrastructure, AWS architecture, algorithmic trading systems, and AI pipeline costs. Booked directly through Coding Again Tomorrow.
- ✓ Direct engagement — book via contact form
- ✓ AWS cost and architecture topics
- ✓ Algorithmic trading infrastructure
- ✓ AI/LLM production implementation