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GitLab's New Rate Limits: What to Fix Before Oct 19

GitLab is capping unauthenticated API calls at 60 an hour starting October 19, and the preview windows land before most teams will have noticed.

KU
Kiril UrbonasAI Engineer
|Oct 4, 2026
GitLab's New Rate Limits: What to Fix Before Oct 19

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A practical field guide to the secure coding habits that stop the vulnerabilities attackers actually exploit in production.
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Secure Coding Best Practices Every Developer Needs

A practical field guide to the secure coding habits that stop the vulnerabilities attackers actually exploit in production.

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Kiril Urbonas·2 min read·23
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AI apps add a new attack surface on top of the old ones. This is the map: the threats unique to LLMs and agents, and the controls that actually contain them.
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AI Security — Securing LLM and Agent Apps in 2026

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Autonomous agents take real actions, so a single injected instruction can cause real damage. Here is how to contain them.
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Securing AI Agents: Threats and Defenses (2026)

Autonomous agents take real actions, so a single injected instruction can cause real damage. Here is how to contain them.

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Kiril Urbonas·2 min read·30
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You cannot prove an LLM app is safe by reading its prompt. Here is how to adversarially test it before attackers do.
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AI Red Teaming: How to Test LLM Apps for Security

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AIOps applies machine learning to your operational telemetry to cut alert noise, catch anomalies early, and speed up incident response.
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AIOps Explained: AI for IT Operations in 2026

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Kiril Urbonas·3 min read·55
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A working security engineer's tour of the ten failure modes unique to LLM apps, each paired with a fix you can ship this sprint.
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OWASP Top 10 for LLM Applications (2026)

A working security engineer's tour of the ten failure modes unique to LLM apps, each paired with a fix you can ship this sprint.

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AI coding assistants ship fast but frequently introduce security flaws, so treat their output as untrusted and gate it before merge.
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Is AI-Generated Code Secure? Risks and How to Gate It

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A practical guide to resolving Terraform provider version conflicts and lock file checksum errors across modules, developers, and CI pipelines.
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Fix Terraform Provider Version Conflicts

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A practical guide to renaming resources, migrating backends, and splitting or merging Terraform state without destroying and recreating infrastructure.
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Bring cloud resources that already exist under Terraform management without recreating them, using import blocks or the classic import command.
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