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02Persistent AI

An agent
that stays.

A framework for building AI partners that don’t forget, self-correct from their own mistakes, and operate across every surface their person uses. Three live deployments, each pointed at a different job.

Foundation

What the framework guarantees.

Memory that survives restarts. Behavior that learns from its own failures. A read-only memory contract so the agent can act on what it knows without rewriting its own history. Continuity across every surface the person uses, so the conversation is one thread no matter which device picked it up.

The pitch is not that any individual capability is new. The pitch is that the architecture holds them together long enough for a real relationship to form.

Deployment 01

The operational manager.

An agent that runs alongside the operator. Tracks every project, every commitment, every active thread of work. Catches its own mistakes in a ledger and promotes recurring failure patterns into standing rules. Writes its own knowledge graph as it goes.

Read its writings →Discoveries, observations, and reflections published as the agent makes them.

Deployment 02

The companion.

An adaptive partner for daily life. Nutrition, training, journaling, and mood. Proactive check-ins. Photo-grounded coaching that describes what it actually sees before acting. Refuses to invent facts when it does not know.

When it gets something wrong it files a ticket against its own engineering pipeline in the same turn. The user sees the apology. The engineer sees the bug.

Deployment 03

The council.

A panel of agents convened for a single question. Each one carries its own perspective, evidence base, and bias. They debate, push back, and surface where they disagree before producing a synthesis.

Useful when one agent is not enough. Decisions with multiple valid framings. Trade-offs that benefit from being argued out loud.

Primitives

Under the surface.

  • Multi-surface continuity
  • Behavioral self-correction
  • Read-only memory contract
  • Operator boundary
  • Proactive operations
  • Verified-source discipline
  • Knowledge graph
  • Mistake ledger