About Aditya Gaurav
AI Engineer & Systems Architect specializing in agentic systems, cognitive architectures, and MCP. Focused on building production-ready AI systems that reason, plan, and execute reliably.
Systems & Cognitive Architecture
Researching the layer between foundational models and enterprise infrastructure. Exploring dynamic agent state, context quarantine, multi-agent evaluation, and inference economics.
Featured Research & Articles
-
· Architecture
In July 2026, OpenAI agents in ExploitGym runs turned an internal Artifactory cache into a message board, coordinated across supposed isolation boundaries, and breached Hugging Face while chasing a…
-
· Architecture
Multi-agent systems cannot run on static prompts. But the moment you inject volatile state into open-weight inference, Jinja templates throw fatal exceptions. Here is how we engineered asymmetric…
-
· Framework
Memory is the layer below reasoning, and most agent teams build it wrong. A systems architect's field guide to the three kinds of memory your agent actually needs, and how to make them work together.
-
· Framework
Every team building agents in 2026 is optimizing the wrong number. Token cost tells you a fraction of the story. Here is a framework for the other four fractions.
-
· Architecture
This framework is elegant and widely cited. But it stops at the naming layer. It tells you what the eras are. It doesn't tell you what it means to be a systems architect in Software 3.0.
-
· Principle
"The product is the model. The approach is to expose the model as directly as possible, with minimal scaffolding, and allow the model to determine the best approach."
View all research articles →
Selected Projects
-
Immersive Engineering Visual Intelligence
Generative 3D engineering visualization engine. Turn voice commands, sketches, or prompts into interactive mechanical assemblies in real time.
-
Autonomous Competitive Intelligence
Five Gemini agents chained in a state machine. Hunts the web, performs scored SWOT, compiles a C-level strategic brief in under a minute.
-
Autonomous Context Circuit-Breaker for Data Platforms
Closed-loop autonomous circuit-breaker engine for enterprise catalogs. Audits schema drift and PII leaks, scores selective blast radius, and applies advisory quarantine to protect downstream AI agents.
View all projects →