Max Nardit

Max Nardit

Systems engineer exploring orchestration, memory, and execution models for agent-native software.

I study what changes when reasoning enters the execution path of software: how humans coordinate with agents, how context persists across work, and how systems remain observable and recoverable as autonomy increases.

> building systems where

humans and agents

coordinate without losing context

HumanOrchestrationLayerAgentsMemory & Context

Thesis

Operating thesis

Models are becoming capable enough to act inside workflows. The hard part is no longer just generating outputs — it is state, handoff, verification, recovery, and control.

That is the layer I care about.

Focus

Current areas

Orchestration
Execution layers, control planes, and coordination patterns for long-running agents.
Memory & context
Scoped state that survives beyond a prompt without becoming noise.
Human-agent workflows
Interfaces, handoffs, approvals, and override paths between humans and autonomous systems.
Operational reliability
Making agentic systems observable, recoverable, and safe to operate.
Local-first tooling
Private, low-latency environments where agents can interact with real work without losing local control.

Writing

Recent writing

All articles →

Anthropic put a meter on the rest of the agent

On June 15, programmatic Claude usage moves to a separate $20–$200 API-priced credit. The email arrived this morning. Here is what it actually means and what it teaches about building on someone else's compute.

Contact

Get in touch

Email or Telegram both reach me. Telegram is faster.