Fireside ChatOn demand
Event

A fireside discussion on scaling quality and security with testing fleets, governed remediation, and reliability operations.

Fireside recap on scaling quality and security for enterprise engineering teams, covering AI risk, defense in depth, testing fleets, and human-authorized remediation at scale.

Date

November 13, 2024

Time

6:00 PM PST

Format

in-person

Location

San Francisco

Location

Quality at Scale Event

San Francisco, CA

Program

Agenda

6:00 PM

Fireside opening

Fireside

Setting context for quality and security at scale in the AI era.

Patrick Ayertey
6:30 PM

Testing fleets and governed remediation

Discussion

How coordinated testing fleets and human-authorized remediation support enterprise governance.

Kevin Kissi · Patrick Ayertey
Outcomes

What attendees will learn

  • Understand how testing fleets expand coverage without proportional headcount growth.
  • See where security and reliability converge in continuous validation.
  • Learn how human-authorized remediation keeps autonomous agents aligned with enterprise governance.
Audience

Who should attend

VP EngineeringSecurity leadersPlatform teamsQA leaders
Questions

FAQ

Can I watch this session online?
Yes. The fireside recap is available in the Zof AI video library.
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01The operational surface

One surface for posture, operations, and what needs attention next.

The Zof home is not a marketing dashboard. It is the operational surface engineering, QA, and SRE teams use every day, quality posture, in-flight runs, coverage by module, and the actions a leader should look at next.

OPERATIONAL KPIs

  • Runs
  • Coverage
  • Risk

Live across every environment you ship to.

WORK SPINE

  • Specs
  • Tests
  • Schedules

From specification to scheduled regression.

GUARDRAILS

  • RBAC
  • SSO
  • audit

Every action attributable to a named human.

STAGING · LIVE/home
Zof AI home command center showing 12 runs at 94% pass, 3 open critical issues, 84% coverage, four module traceability bars, the specification pipeline, upcoming schedules, and recommended next actions with an active-runs sidebar.
Home view · Checkout Service · Staging · captured live from the product.
  • 01 · RUNS · 24H

    94% pass

    12 runs across staging

  • 02 · COVERAGE

    84%

    Across four modules

  • 03 · ACTIVE RUNS

    3 running

    Live on this branch

  • 04 · NEXT ACTIONS

    Recommended

    Triage gaps, new spec

Quality at Scale Fireside · Zof AI Events