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title: qventis blog | qventis team
description: Field notes from the people building Qventis One.
---

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[Home](https://qventis.ai/)/Blog

# Field notes for quality leaders

Release intelligence, packaged apps, architecture, agentic AI and the pitfalls that slow every test cycle. Filter by topic or search.

[All](https://qventis.ai/blog/all)[Release intelligence](https://qventis.ai/blog/tag/release-intelligence)[Enterprise packaged apps](https://qventis.ai/blog/tag/enterprise-packaged-apps)[Architecture](https://qventis.ai/blog/tag/architecture)[Agentic AI in testing](https://qventis.ai/blog/tag/agentic-ai-in-testing)[STLC pitfalls](https://qventis.ai/blog/tag/stlc-pitfalls)

## [STLC pitfallsOct 9, 2026 End-to-end handoffs: the accrual that never clears Every module passed its tests, yet the receipt accrual never cleared. Why handoffs between modules and systems go untested, and how chain tests catch them.](https://qventis.ai/blog/end-to-end-handoffs-accrual-that-never-clears)

## [ArchitectureOct 6, 2026 Quality has a tool-sprawl problem Enterprises buy functional, performance, security, test data and other quality tools separately, each with its own model of the same app. The case for one.](https://qventis.ai/blog/one-pane-of-glass)

## [Agentic AI in testingOct 2, 2026 Coding agents in the pipeline: tests under policy Coding agents now run tests to finish their own work. How to give them identity, scope, environment limits and an audit trail without bypassing the gate.](https://qventis.ai/blog/coding-agents-running-tests-under-policy)

## [Agentic AI in testingSep 29, 2026 Earned autonomy How much should AI be allowed to change your tests? A six-level autonomy ladder, why trust has to be earned per scope, and the rules that never relax.](https://qventis.ai/blog/earned-autonomy)

## [Enterprise packaged appsSep 25, 2026 Salesforce release certification for customized orgs Three releases a year meet years of Flows, Apex, packages and permissions. How to certify each Salesforce release in sandbox preview in a customized org.](https://qventis.ai/blog/salesforce-release-certification-customization)

## [Enterprise packaged appsSep 24, 2026 The desktop gap in enterprise testing Packaged apps and custom Windows clients run critical work, yet desktop tooling is thinning out. What the 2027 deadlines mean and how to plan.](https://qventis.ai/blog/the-desktop-gap)

## [STLC pitfallsSep 22, 2026 Regression suites that only grow Suites grow because adding feels safe and deleting feels risky. Why tag filters do not fix it, and how to select tests as a plan with a purpose and a budget.](https://qventis.ai/blog/regression-suites-that-only-grow)

## [ArchitectureSep 18, 2026 Deterministic execution, AI only at authoring Where AI sits in a test architecture decides whether results can be reproduced and audited. A design that uses AI to author and a compiled plan to run.](https://qventis.ai/blog/deterministic-execution-ai-at-authoring)

## [Agentic AI in testingSep 17, 2026 Coding agents need a test gate Coding agents can now run, edit and heal tests through MCP. Why the test suite needs a policy gate, and why an agent must never approve its own heal.](https://qventis.ai/blog/agents-need-a-test-gate)

## [Release intelligenceSep 15, 2026 Cohorts, preview windows and the certification squeeze Vendor preview windows look generous until they overlap with each other and with close. How to plan certification by cohort and move work out of the squeeze.](https://qventis.ai/blog/cohorts-preview-windows-certification-squeeze)

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