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Engineer monitoring agent workflow diagrams in an autonomous software operations control room
SYSTEM OK
v1.0.0
AI & SOFTWARE DEVELOPMENTROADMAP

Toward self-healing software.

Autonomous software operations are support and maintenance run by a ladder of agents with a human approving every change that ships. Educated Guess Ventures is building it tier by tier on our own products, security-first, for a small number of pilot partners.

The destination: a support ladder where a chat agent resolves customer issues, escalates unresolved defects to QA agents that reproduce and document them, and hands verified defects to development agents that draft the fix — with a human approving every change that ships. The industry isn't fully there yet, and neither is anyone who claims to be. We're building it tier by tier on our own products, security-first, and taking a small number of pilot partners.

BECOME A PILOT PARTNER →
SELF-HEALING SUPPORT LADDER
  1. Support Agent

    Resolves customer issues and escalates unresolved defects.

  2. ◇ HUMAN APPROVAL
    QA Agent

    Reproduces and documents verified defects.

  3. ◇ HUMAN APPROVAL
    Development Agent

    Drafts the fix and submits for human review before shipping.

STATUS: ROADMAP · PILOTS OPEN
LADDER COMPOSITION
PILOT PROGRAM
MODEL

Self-Healing Support Ladder

SUPPORT AGENT
Resolves customer issues, escalates unresolved defects
QA AGENTS
Reproduce and document escalated defects
DEV AGENTS
Draft the fix for verified defects
HUMAN GATE
A human approves every change that ships
Key Facts
Framework
Self-Healing Support Ladder
Status
Roadmap — being built tier by tier on our own products
Stages
Support Agent · Human Approval Gate · QA Agent · Human Approval Gate · Development Agent
Human Gate
A human approves every change that ships
Engagement
A small number of pilot partners
REVIEWED: JULY 2026

Frequently Asked Questions.

What are autonomous software operations?

Autonomous software operations are support and maintenance handled by a ladder of agents rather than a queue of tickets. A chat agent resolves customer issues, escalates unresolved defects to QA agents that reproduce and document them, and hands verified defects to development agents that draft the fix — with a human approving every change that ships.

Is self-healing software available today?

Not fully, and we say so. The industry isn’t fully there yet, and neither is anyone who claims to be. Educated Guess Ventures is building the Self-Healing Support Ladder tier by tier on its own products, security-first, and taking a small number of pilot partners. That is why the page is framed as a destination rather than a delivered capability.

Where does the human stay in the loop?

At the gate before anything ships. Agents resolve, reproduce, document, and draft — a human approves every change that reaches production. Human approval gates sit between tiers of the ladder by design, which is what keeps escalating autonomy from becoming escalating risk.

How do we become a pilot partner?

Start a conversation. Educated Guess Ventures is taking a small number of pilot partners as each tier of the Self-Healing Support Ladder is built on our own products first. Because the ladder is a roadmap rather than a finished product, pilots are scoped around the tiers that exist today rather than around a promised end state.