Featured OutlineField Notes
Designing AI Agents
A practical view of agent boundaries, planning loops, memory, and evaluation in production.
12 min readRead outline
Systems, Products & Execution
Case Studies & Research
Practical breakdowns of AI products, operational platforms, automation systems, payment reliability, and the engineering decisions behind startup execution.
AI Systems
2026
Mads: A Personal AI Operating System
Building a project-aware AI Chief of Staff with one reasoning engine, modular tools, durable memory, and human-approved adaptive learning.
12 min readRead outline
AI Infrastructure
2026
AgentForge: Infrastructure for Autonomous AI
Building a cloud-native Go runtime for durable agent execution, workflow orchestration, scheduling, tools, memory, and observable worker operations.
11 min readRead outline
Distributed Systems
Systems
Event-Driven Architectures
A blueprint for decoupled services, async workflows, and operational clarity across teams.
10 min readRead outline
Leadership
Strategy
Building Startup Infrastructure
Infrastructure decisions that keep early teams fast without creating avoidable future drag.
9 min readRead outline
Fintech
2026
VERO2026 AI-Native UPI Sandbox Platform
Designing a sandbox UPI network with virtual accounts, double-entry ledger accounting, event-driven services, and AI financial intelligence.
11 min readRead outline
Algorithms
Practice
Beyond LeetCode: Pattern-First DSA
A structured, pattern-first approach to Data Structures and Algorithms focusing on understanding, intuition, and tradeoff analysis over memorization.
8 min readRead outline
Building systems that survive real users.
I write about the decisions behind AI products, distributed services, automation, startup delivery, and technical leadership.