Building Autonomous Agents that work in Production.

5+ years building software — now leading the AI Core Team at Gallabox: harness design, context & memory management, RAG pipelines, evals. The layer other developers build on top of.

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// currently buildingLive · Global

Finly

AI-first personal finance assistant — autonomous parsing, categorization & proactive insights.

// writing

What I'm learning, documented.

Jul 4, 2026

How I Built a Fully Async Feature Pipeline With Claude, Notion & Vercel

Describes a workflow where feature requirements captured as Notion user stories are picked up by an automated Claude routine each morning, moved through five approval gates, and shipped without the author needing a laptop.

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May 11, 2026

Three Layers of Tool Call Hardening for AI Agents

Explores securing AI agents through three architectural layers: stripping identity parameters from tool schemas, enforcing behavioral constraints at code level, and adding pre-flight validation with reasoning agents.

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Apr 22, 2026

I Reverse Engineered Claude's UI Widget — And It Changed How I Think About Building LLM Apps

Reveals that Claude generates interactive UIs using HTML, CSS, and JavaScript rendered in iframes rather than predefined components — and what that means for building LLM apps.

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// work

What I've built at scale.

Gallabox

Dec 2023 – Present

Lead Software Engineer (AI Core Team)

Spinning up autonomous agent infrastructure from scratch — harness, context & memory management, RAG pipelines, evals. Platform consumed by developers shipping AI features to thousands of businesses worldwide. Leading a team of 4.

AvasoftSoftware Engineer
Aug 2021 – Oct 2023
TestpressSoftware Engineer Trainee
Mar 2021 – Jul 2021
Cypher SourceSoftware Engineer
Aug 2019 – Mar 2021

// projects

Things I ship on the side.

Live · Global

Finly

AI-first personal finance assistant. Autonomous transaction parsing, categorization, and proactive insights via LLM pipelines. Built and shipped solo.

finlyhq.app

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