Company
Market perspective and direction from the Zof team.
11 articles
Enterprise AI Agents Need Control Planes
As agents move from assistants to operators, enterprises need control planes. Reliability is the right place to start.
The AI Code Testing Imperative: When Machines Write Half Your Code
AI now writes roughly 41% of codebases, but human review throughput is fixed. The validation system has to become autonomous and governed, agents propose, humans authorize, or the quality gap compounds with every release.
Reliability Should Be the Default, Not the Exception
Most software failures are preventable. Reliability should be a default property of how software ships, operated by governed infrastructure rather than produced by effort and luck.
Why the People Who Felt the Pain First Bet on Zof
Our early believers are engineering leaders who lived QA-at-scale failure. They trusted Zof for substance: System Graph depth, fleet design, deployment boundaries, and governance.
From Microsoft Scale to a New Category: How TAS23 Became Zof
The founder arc behind Zof: running engineering at Microsoft scale, a 2023 conference talk, and the reframe from QA tooling to governed reliability infrastructure.
The Closed Loop: Why Reliability Is Five Steps, Not One Tool
A founder's case for why reliability is an operating loop, not a tool: Understand, Test, Reproduce, Remediate, Verify, built for SREs drowning in AI-speed change.
Agents Propose, Humans Authorize: The Principle Behind Governed Autonomy
Why \"agents propose, humans authorize\" is the founding design rule that separates a credible reliability control layer from reckless autonomous fixing.
The Silent Enemy: A First-Principles Look at the Cost of Rework
Rework, not slow developers, is what kills engineering momentum. A first-principles look at why it scales with AI-generated code and how to attack it at the source.
AI Is Missing a Control Layer, Not More Models
More capable models won't make software reliable. A first-principles teardown of why reliability is a system property and the missing piece is a governed control layer.
My Engineers Don't Hate Building Software. They Hate Testing It.
An offhand complaint from a CTO exposed the real bottleneck in modern software: not building, but proving what you built is safe to ship. The origin of a category.
Speed Without Clarity Is Just Motion
Velocity metrics measure motion, not progress. A first-principles case for why deploy frequency without system-level clarity and change-aware validation is vanity.
