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 Cost Optimization & Architecture
End-to-end review of your AWS spend and architecture to cut cost without sacrificing reliability. Bill and usage analysis, right-sizing, serverless migration, and commitment strategy — delivered as a prioritized savings roadmap with projected monthly and annual reductions.
- ✓Full AWS bill and usage analysis
- ✓Right-sizing, autoscaling, and serverless migration
- ✓Savings Plans and Reserved Instance strategy
- ✓Well-Architected cost pillar review
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
- ✓Fintech and serverless architecture topics
- ✓Algorithmic trading infrastructure
- ✓AI/LLM production implementation