Creation Wave
What I built in 2024
The systems, habits, and lessons behind a year of regular client and product releases.
AI I built with
- Tool-calling agents designed around clear, bounded tasks
- RAG pipelines tuned to retrieve useful context instead of plausible noise
- Vision and OCR flows that turn receipts and screenshots into structured data
Shipped (for real money)
- Marketing sites tested on slower networks and everyday Android devices
- Performance and conversion measured alongside visual quality
- Component systems kept small enough for one person and ready to grow
How the work got done
- Move from idea to sketch, prototype, release, and measured iteration
- Reuse proven patterns without carrying old constraints into new work
- Document failures so the next build starts with better decisions
AI systems I shipped
- Prompt-guarded assistants with narrow tool access for search, email, and structured workflows.
- Retrieval pipelines evaluated for relevance before their answers reached the interface.
- Vision and OCR flows that reduce repetitive entry from receipts and screenshots.
How I work
- Ship a focused version, observe real use, then improve the parts that matter.
- Build a design system and motion language that can grow with the product.
- Set performance budgets, cache deliberately, and use analytics to guide the next release.
AI Memory Sync
PrototypeA portable, encrypted memory layer that carries a user's preferences, glossary, and project context across AI models and development tools. It addresses a simple problem: every new assistant starts without the context needed to be genuinely useful.
Architecture
- Client-side encryption (per-user/tenant keys)
- Personal and project scopes using repository and directory IDs
- Signed updates, provider redaction rules
Adapters
- GPT and Gemini adapters that map approved memory into context
- IDE: inline suggestions seeded from memory
- CLI: quick recall of tasks, commands, links
Controls
- Import and export with per-conversation consent
- Time-to-live and scope selectors
- Audit trail and deletion on demand