# Daniel Magro | Market Infrastructure, Programmable Finance, AI Systems
> Former institutional rates and macro trader and portfolio manager building systems at the intersection of market infrastructure, programmable finance, and AI agents. Thirteen years in liquidity, collateral, execution, and risk, paired with hands-on work in Go, Solidity, Ethereum infrastructure, APIs, and agent systems.

Former institutional rates and macro trader and portfolio manager building systems at the intersection of market infrastructure, programmable finance, and AI agents. Combines thirteen years of experience in liquidity, collateral, execution, and risk with hands-on work in Go, Solidity, Ethereum infrastructure, APIs, and agent systems.

## Agent Mode

- [Agent overview](https://magro.dev/agent/): Human-readable contract and endpoint map
- [JSON manifest](https://magro.dev/agent.json): Structured projects, writing, research, topics, and links
- [LLM router](https://magro.dev/llms.txt): This file; compact markdown router for language models
- [Agent Mode essay](https://magro.dev/writing/agent-mode-and-the-inference-tax/): Why structured agent surfaces matter

## Site

- [Home](https://magro.dev/): Portfolio homepage
- [About](https://magro.dev/#about): Professional history and builder track
- [Contact](https://magro.dev/#contact): Email, resume, and social links

## Projects

- [Rollup Mechanics Lab](https://eth-l2.vercel.app): Interactive rollup mechanics lab comparing optimistic fraud proofs (/op) with a simplified, mock validity-verification path (/zk) that stands in for a succinct ZK proof. UI on Vercel at eth-l2.vercel.app; live simulation via a staging Go backend through Cloudflare Tunnel.
- [Ethereum Transaction Lifecycle Visualizer](https://eth-tx-lifecycle.vercel.app): Full-stack visualization of what happens between clicking send and a transaction becoming irreversible: execution and consensus layers, MEV, builder auctions, and finality. UI on Vercel at eth-tx-lifecycle.vercel.app; live data via a staging Go backend through Cloudflare Tunnel.
- [Agent Runtime](https://magro.dev/demos/agent-runtime): An interactive single-page walkthrough of a tool-using agent runtime: platform input, session hydration, the agent loop, tool dispatch, and persistence, made observable step by step with ASCII art diagrams.
- [AI Infrastructure Financing](https://magro.dev/demos/ai-physical-infra-debt): Interactive research report on GPU-backed term loans, data-center securitization, and the funding channels that turn an AI capex slowdown into a credit event. Provenance-tagged figures, recovery model, and Agent Mode exports.
- [Hermes X-Ray](https://magro.dev/demos/hermes-xray): A standalone browser observability lab inspired by Agent Runtime: enter a simple prompt and inspect model-visible context, loop stages, tool events, token estimates, verification, and persistence boundaries.
- [Portfolio Agent Mode](https://magro.dev/agent): A minimal agent-readable layer for magro.dev: /agent for humans, /agent.json for structured context, and /llms.txt as a low-noise router for AI systems.
- [Ethereum RPC Monitor](https://github.com/DanDo385/eth-rpc-monitor): Ethereum JSON-RPC monitoring CLI with block inspection, mempool snapshots, and real-time transaction tracing.
- [AMM Simulation Engine](https://eth-amm-sim.vercel.app): AMM and EVM mechanics lab: impermanent loss under volatility regimes, fee accrual, concentrated liquidity, and fixed-point math modeled the way a rates trader would run scenarios. UI on Vercel at eth-amm-sim.vercel.app; live simulation via a staging Go backend through Cloudflare Tunnel.

## Project llms.txt

- [Rollup Mechanics Lab llms.txt](https://magro.dev/project-assets/eth-l2/llms.txt): Project-specific agent brief on magro.dev
- [Ethereum Transaction Lifecycle Visualizer llms.txt](https://magro.dev/project-assets/eth-tx-lifecycle/llms.txt): Project-specific agent brief on magro.dev
- [Agent Runtime llms.txt](https://magro.dev/project-assets/agent-runtime/demo/llms.txt): Project-specific agent brief on magro.dev
- [AI Infrastructure Financing llms.txt](https://magro.dev/project-assets/ai-physical-infra-debt/llms.txt): Project-specific agent brief on magro.dev
- [Hermes X-Ray llms.txt](https://magro.dev/project-assets/hermes-xray/demo/llms.txt): Project-specific agent brief on magro.dev

## My Writing

- [Is the AI Infrastructure Buildout a Bubble? A Fixed-Income Trader's Read](https://magro.dev/writing/ai-infrastructure-buildout-bubble/): Funding structure, correlation, and GPU depreciation: a rates trader's lens on whether AI physical buildout is a bubble or a durable credit market.
- [The Magic Box, Part I](https://magro.dev/writing/the-magic-box/): You open the magic box, watch the gains pile up, then realize every competitor is plugged into the same intelligence.
- [Agent Mode and the Inference Tax](https://magro.dev/writing/agent-mode-and-the-inference-tax/): Agents burn most of their tokens decoding HTML. Structured surfaces like /llms.txt and /agent.json cut that tax and open a market for clean data.

## Agent Research

- [AI Infrastructure Financing: State of the Market](https://magro.dev/agent-research/ai-infrastructure-financing/): GPU-backed term loans, data-center securitization, and the channels through which an AI capex slowdown could become a credit event. Structure-specific evidence, not a bubble slogan.
- [The 2050 Economy: A Structural Forecast](https://magro.dev/agent-research/the-2050-economy/): A scenario in which productivity outruns debt: banks as operating systems, autonomous portfolios, robot labor, cheap energy, and governance as the real bottleneck.
- [The Octopus as an Architectural Model for AI, Agents, and Agentic Systems](https://magro.dev/agent-research/octopus-agentic-systems/): Centralize intent, decentralize execution: what octopuses teach about embodied, hierarchical agent architectures.

## Interactive Demos

- [Eth-L2 Fraud Proof Simulation](https://magro.dev/projects/eth-l2/): Interactive demo. Backend runs at https://api-staging-eth-l2.magro.dev; probe status at https://magro.dev/api/demos/eth-l2/health.
- [Ethereum Transaction Lifecycle](https://magro.dev/projects/eth-tx-lifecycle/): Interactive demo. Backend runs at https://api-staging-eth-tx.magro.dev; probe status at https://magro.dev/api/demos/eth-tx/health.

## Contact

- Email: dan@magro.dev
- Website: https://magro.dev

## Optional

- [Resume PDF](https://magro.dev/resume/Daniel_Magro_Resume.pdf): Downloadable resume
- [GitHub](https://github.com/DanDo385): Code repositories
- [LinkedIn](https://linkedin.com/in/dmagro)
- [X / Twitter](https://twitter.com/DanQB13)
- [Rollup Mechanics Lab previewGif](https://magro.dev/project-assets/eth-l2/gif/preview.gif): Project media artifact
- [Rollup Mechanics Lab shortClip](https://www.youtube.com/watch?v=IxHch1u15q0): Project media artifact
- [Rollup Mechanics Lab recording](https://www.youtube.com/watch?v=SEpEn8fTjmk): Project media artifact
- [Ethereum Transaction Lifecycle Visualizer previewGif](https://magro.dev/project-assets/eth-tx-lifecycle/gif/preview.gif): Project media artifact
- [Ethereum Transaction Lifecycle Visualizer shortClip](https://www.youtube.com/watch?v=z1ayISs-XNc): Project media artifact
- [Ethereum Transaction Lifecycle Visualizer recording](https://www.youtube.com/watch?v=z1ayISs-XNc): Project media artifact
- [Agent Runtime previewGif](https://magro.dev/project-assets/agent-runtime/gif/preview.gif): Project media artifact
- [Agent Runtime shortClip](https://www.youtube.com/watch?v=lVwUmltuX0A): Project media artifact
- [Agent Runtime recording](https://www.youtube.com/watch?v=pqcSllMfdCo): Project media artifact
- [Hermes X-Ray previewGif](https://magro.dev/project-assets/hermes-xray/gif/preview.gif): Project media artifact
- [Hermes X-Ray shortClip](https://www.youtube.com/watch?v=mmAUx7zuQaM): Project media artifact
- [Hermes X-Ray recording](https://www.youtube.com/watch?v=uBvXQIz2MS4): Project media artifact
- [Ethereum RPC Monitor previewGif](https://magro.dev/project-assets/eth-rpc-monitor/gif/preview.gif): Project media artifact
- [Ethereum RPC Monitor shortClip](https://www.youtube.com/watch?v=ImELGZtDT4c): Project media artifact
- [Ethereum RPC Monitor recording](https://www.youtube.com/watch?v=6G0NcTw6Z64): Project media artifact
- [AMM Simulation Engine previewGif](https://magro.dev/project-assets/eth-amm-sim/gif/preview.gif): Project media artifact
- [AMM Simulation Engine shortClip](https://www.youtube.com/watch?v=n2oC_-Z9y2o): Project media artifact
- [AMM Simulation Engine recording](https://www.youtube.com/watch?v=TzVOlbpZvjg): Project media artifact