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AI in SRE Insights
Thoughts on sovereign AI, autonomous operations and building resilient systems.
6 min readSREAIWhat an SRE Agent Can Do For Testers
Testers lose hours chasing bugs that turn out to be mismatched deploys, conflicting integrations or broken infrastructure. Hyground's SRE Agent gives you the environmental clarity to know whether your next test session will actually produce trustworthy findings, before you start.
8 min readDevOpsAISREClaude Code Is Not an SRE Agent
AI is great at observing production systems but can't replace SREs because root cause analysis requires system history, institutional knowledge, and human judgment that models lack.
5 min readDevOpsHyground Raises €3M Pre-Seed Round Fueling our Ambitions to Redefine Enterprise IT Operations
Hyground Raises €3M Pre-Seed Round for its Sovereign SRE Agent for Enterprise IT Operations
- 6 min readAIDevOps
The AI Treadmill: Why Keeping Up Is the Real Engineering Challenge
Effective operations require specialized, secure, and centralized agent architectures rather than risky local execution.
- 5 min readDevOpsSRE
Observability Won't Save You at 3 A.M
Shifting focus from 'full visibility' to automated reasoning and actionability reduces the manual burden on engineers.
- 7 min readSREDevOps
The Silent Killer of Your Engineering Culture: Why the 3 AM Call Destroys More Than Just Sleep
Anticipatory stress and poor incident context create a toxic cycle of brain drain and high recruiting costs.
- 6 min readAIPrompt
Stop Shouting at Your LLM
Effective steering relies on high-signal structure and hierarchical clarity rather than aggressive, loud wording.
- 5 min readAISRE
Agentic Behavior: How to Build Reliable AI Agents for Operations
Successful investigation requires autonomous agents that reason and adapt through iterative loops.
- 5 min readAIPrompt
The Hidden Token Drain: How Intermediate Results Bloat Your AI Agent's Context
Multi-step AI workflows often waste tokens by passing large intermediate tool results through the model's context.
- 6 min readAIPrompt
Why 87% of Your Prompt Isn't Your Prompt
Loading every available tool definition upfront causes significant performance degradation and wastes the model's limited attention budget.
- 5 min readNews
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Join our journey as we explore how AI is transforming the landscape for DevOps and platform engineering teams.