---
session_id: "1373464"
title: "The Software Factory That Needs Zero FDEs"
phase: live
last_checked: 2026-11-12T13:24:21-08:00
render: 20261112-132421-c4d6ee
---

# Links: The Software Factory That Needs Zero FDEs

## Speaker

**Raz Berman Gold**, Co-Founder & CTO, Overcut

No personal profile could be confirmed. She wrote the usage-limits post below.

## Company

**[Overcut](https://overcut.ai/)**: "Overcut is the self-improving software
factory: agentic workflows across GitHub, GitLab, Bitbucket, Azure DevOps, Jira,
Linear and Slack that clear your backlog and PRs at enterprise scale." (from the
site)

## Resources

- **Repo** · [overcut-ai/overcut-playbooks](https://github.com/overcut-ai/overcut-playbooks).
  The open playbook library from the demo: auto ticket triage, code review,
  technical design review, ticket to PR.
- **Blog** · [Introducing Orchestrations: Ticket to Shipped](https://overcut.ai/blog/introducing-orchestrations/)
  (2026-08-01). The orchestration layer from the Q&A. Workflows trigger other
  workflows, with human approval gates, from ticket to shipped.
- **Blog** · [Workflows That Remember](https://overcut.ai/blog/workflows-that-remember/)
  (2026-04-06). The retrospective process and scored memory layers that the
  demo shows improving code review.
- **Blog** · [AI Agent Cost Control: Introducing Usage Limits](https://overcut.ai/blog/introducing-usage-limits/)
  (2026-10-19, by Raz Berman Gold). The limits feature from her governance
  answer: caps on runs per workflow, project, day and month.
- **Blog** · [Software Factory: What Changes When AI Agents Run Delivery](https://overcut.ai/blog/software-factory/)
  (2026-09-02). The software-factory model the talk opens with: specialized
  agents in a governed delivery system, not one big agent.

## Gaps

- LinkedIn (`linkedin.com/in/raz-berman-software-engineering-group-manager`, from
  the roster) answered 999 with no page title naming her, so it is not
  corroborated and is left out.
- The build-your-own-factory page behind the talk's QR code was not identified.
- No official recording or slides found yet. The dossier rechecks every 6 hours
  during the event.