AI can draft a transaction. It should not execute one.
The product boundary I use in IntentPay: natural language can prepare a plan, but every wallet action needs visible review.
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Engineering notes
Short notes on full-stack product decisions, blockchain UX, AI orchestration, performance, and the engineering choices behind my projects.
Multi-agent apps need workflow state, not just better prompts
What Tarka Sabha taught me about provider boundaries, credential handling, and making AI output inspectable.
Read articleA portfolio should behave like a product review surface
How I changed this portfolio to reduce scan fatigue and put proof, tradeoffs, and source links before decoration.
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