George Fahmy
Endlessly curious. Working on making AI agents safe and reliable.
Latest Posts
View all →- AX is the new DX
Notes from building agent-board: why designing for agents is a different problem from designing for humans
- Your agent loses 90% of its workspace over and over
Git versions the code, the agent harness saves its conversation, but the deps, build cache, and tool configs are gone. Bento packages your full workspace as OCI artifacts so nothing gets lost.
- The Agent Sandbox Taxonomy
An open taxonomy for scoring, comparing, and stacking agent sandboxes.
- How to Build Agents That Can’t Delete Your Database?
How to build safer coding agents that you can trust to run your infrastructure.
Featured Projects
More on GitHub →- stakpak/agent 1,555
Ship your code, on autopilot. An open source agent that lives on your machines 24/7, keeps your apps running, and only pings when it needs a human.
- agent-sandbox-taxonomy 75
An open taxonomy and scoring framework for evaluating AI agent sandboxes. 7 defense layers, 7 threat categories, 3 evaluation dimensions, 27+ products scored.
- stakpak/paks 57
npm install but for AI agents. Discover, share, and install skills that make your coding agents actually useful.
- bento 18
Portable agent workspaces. Checkpoint everything git misses - deps, agent memory, build caches - into layered OCI artifacts. Save, fork, push to any registry, open anywhere.
Teaching
- Tutorial: Agent Harness from Scratch
A 5-step tutorial for building an agent harness from scratch: LLM call, tool design, agent loop, context management, and guardrails. Distills lessons from a year of shipping the Stakpak production agent, including 10 tool design lessons, prompt caching trade-offs, and how a real harness evolves under load.
- GenAI Agent Hackathon Cairo
Kickoff workshop content for GenAI Hackathon Cairo 2025: two technical sessions teaching attendees to build LLM apps with RAG and tools, then a coding AI agent from scratch in Python. Participants then applied what they learned during the hackathon.
Talks
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When Your AI Agent Has Root
AWS Community Day Bay Area 2026 -
Building AI agents for cloud infrastructure, seriously
Brainboard Podcast -
DevOps Agents That Can't Delete Your Database
AI Native DevCon Fall 2025 -
Replacing Platform Abstractions with LLM-Powered Interfaces
PlatformCon 2025 -
How to Build AI Agents from Scratch (Arabic)
تيك بودكاست بالعربي -
Reliable DevOps Agents for a Self Driving Infrastructure
AI Native DevCon Spring 2025 -
Making AI Coding Assistants Better, Even for Your Weird DSLs
AI Native DevCon Meetup NYC 2025 -
Agent in Sandbox (Arabic)
تيك بودكاست بالعربي