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Moving Beyond Manual QA Gates in 2025

Archived perspective on transitioning from manual QA gates to continuous validation with governed AI agents. Retained for historical reference; not representative of current positioning.

0:51General engineering audience
0:51
Key takeaways

What you will learn

  • Manual gates do not scale with modern release cadences.
  • Continuous validation requires governed agent orchestration.
  • Enterprise teams balance automation with human-authorized remediation.

Related sessions

Events and explainers from the same topic area.

Next step

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01Zof Console

Isang surface para sa posture, operasyon, at kung ano ang kailangang asikasuhin susunod.

Ang authenticated na home na binubuksan araw-araw ng mga team ng engineering, QA, at SRE: quality posture, mga in-flight na run, coverage ayon sa module, at kung ano ang dapat asikasuhin susunod.

OPERATIONAL KPIs

  • Mga Run
  • Coverage
  • Panganib

Live sa bawat environment na sini-ship mo.

WORK SPINE

  • Specs
  • Tests
  • Schedules

Mula sa specification hanggang scheduled regression.

GUARDRAILS

  • RBAC
  • SSO
  • audit

Bawat aksyon ay maiuugnay sa pinangalanang tao.

LIVE/console
Zof AI home command center na nagpapakita ng 12 run sa 94% pass, 3 bukas na kritikal na isyu, 84% coverage, apat na module traceability bar, ang specification pipeline, mga paparating na iskedyul, at mga inirerekomendang susunod na aksyon na may 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

Moving Beyond Manual QA Gates in 2025 · Zof AI Videos