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AI Agents in High Compliance DevSecOps: Permissions, Human Review, and the Token Bill

AI Agents in High Compliance DevSecOps: Permissions, Human Review, and the Token Bill

by Ned Dickert | Oct 6, 2026 | Uncategorized

AI Agents in High Compliance DevSecOps: Permissions, Human Review, and the Token Bill The story is familiar now, the dev team deployed a couple AI agents to triage a pipeline or help on a new feature. The results were good enough that the team got the green light to...
Building Compliance into your Processes: DevSecOps in Government, Healthcare, and Finance

Building Compliance into your Processes: DevSecOps in Government, Healthcare, and Finance

by Ned Dickert | Sep 28, 2026 | Uncategorized

Building Compliance into your Processes: DevSecOps in Government, Healthcare, and Finance Software teams in regulated industries used to treat compliance as the last stop before release. This was fine when release schedules were measured in months. Now that the SDLC...
The GitLab Features You’re Paying For and (Probably) Not Using

The GitLab Features You’re Paying For and (Probably) Not Using

by Kleber Pauta | Sep 14, 2026 | Uncategorized

The GitLab Features You’re Paying For and (Probably) Not Using Most organizations running GitLab Premium or Ultimate use a fraction of what they license. While Git hosting, merge requests, and CI/CD, are core features, everything else sits switched off, quietly...
Why Your GitLab Pipelines Are Slow and What It’s Costing You

Why Your GitLab Pipelines Are Slow and What It’s Costing You

by Michael Brown | Sep 4, 2026 | Uncategorized

Why Your GitLab Pipelines Are Slow and What It’s Costing You Slow pipelines get treated as a nuisance, but they are really a line item. Every wasted minute burns compute and developer attention at the same time, which stacks up costs quickly. Where the time...
Who Owns Your Uptime? GitLab.com vs. Self-Managed

Who Owns Your Uptime? GitLab.com vs. Self-Managed

by Michael Brown | Aug 24, 2026 | Uncategorized

Who Owns Your Uptime? GitLab.com vs. Self-Managed Availability gets discussed as if it were a property of the vendor. It’s usually a question of who holds the levers when something breaks, and the answer changes completely depending on how you deploy GitLab. On...
Harness Engineering Follow Up: Our Mini (Unscientific) Experiment

Harness Engineering Follow Up: Our Mini (Unscientific) Experiment

by Ned Dickert | Aug 17, 2026 | Uncategorized

Harness Engineering Follow Up: Our Mini (Unscientific) Experiment A couple weeks ago we wrote this blog post about harness engineering. The gist is that the governance around an AI model is becoming more important than the model itself (please read the full post for...
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