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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 Retained for historical reference; not representative of current positioning.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.

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01Zof Console

Kwan baako ma tebea, adwumayɛ, ne nea ɛsɛ sɛ wɔhwɛ a edi hɔ.

Fie a wɔagye atom a mfiridwuma, QA, ne SRE akuo bue no da biara: gyinabea pa, runs a ɛrekɔ so, kataso a ɛnam module so, ne nea ɛhwehwɛ adwene a edi hɔ.

ADWUMAYƐ KPIs

  • Runs
  • Kɛsemu
  • Asiane

Ɛwɔ tebea biara a woyi nneɛma kɔ mu no nyinaa mu.

ADWUMA HO DUA

  • Specs
  • Nsɔhwɛ
  • Nhyehyɛe

Firi specification kosi nsakrae ho nhwɛsoɔ a wɔahyehyɛ.

ƆBANBƆ AKWAN

  • RBAC
  • SSO
  • nhwɛhwɛ-asɛm

Adeyɛ biara wotumi de ma onipa a wɔde din ato so.

LIVE/console
Zof AI fie ahyɛnsodua a ɛkyerɛ runs 12 wɔ 94% pass, asɛm a ɛho hia a ano da hɔ 3, kɛsemu 84%, module akwantu bars anan, specification pipeline no, nhyehyɛe a ɛreba, ne nneɛma a wɔkamfo kyerɛ a edi hɔ a runs a ɛyɛ adwuma sidebar ka ho.
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