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@viktoriiagolovtseva shared a post, 3 weeks, 2 days ago

How to Launch Paid Ads: a Quick Guide With a Hands-on Checklist

Behind every high-performing paid ad campaign is a simple truth: success comes from preparation and optimization, not blind luck. With all the variety of ad formats and campaign types, the process can be broken down into 5 crucial stages. In this guide, we provide you with the most essential practic..

Zrzut ekranu 2026-03-25 133738
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@viktoriiagolovtseva shared a post, 3 weeks, 2 days ago

Post-mortem Incident Review

Why Structured Post-mortem Reviews Matter Security incidents, outages, and failures are inevitable, especially in fast-moving agile environments. But what separates high-performing teams from the rest is how they learn from them. A well-run incident postmortem (or post-mortem meeting) focuses on unc..

Zrzut ekranu 2026-03-23 190511
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@kala shared an update, 3 weeks, 3 days ago
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A Meta AI Agent Posted Without Permission. Then Things Got Worse.

OpenClaw

A Meta AI agent posted to an internal forum without authorization, triggering a Sev 1 incident that exposed proprietary code and user data for two hours. The advice it gave was wrong. The engineer followed it anyway. This wasn't a one-off - autonomous agents now account for more than 1 in 8 enterprise AI breaches, and most organizations have no mechanism to stop them from acting beyond their intended scope.

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At its core, Git records snapshots of state, not just file diffs. Every commit represents a complete, immutable view of the project at a point in time, identified by a cryptographic hash. This makes history reliable, auditable, and cheap to branch.

Git is distributed by design. Every clone contains the full repository history, which allows developers and automation systems to work offline, create branches freely, and synchronize changes without relying on a central server for every operation.

In modern cloud-native workflows, Git acts as the source of truth. Desired state is declared in Git, reviewed through pull requests, and promoted across environments by merging changes rather than applying ad-hoc commands. This is the foundation of GitOps.

Git does not deploy anything by itself. Its role is to capture intent, history, and collaboration, while other tools turn that intent into running systems.