Alex Ewerlöf Notes
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Technical Leadership, Reliability Engineering, Growth
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Latest Posts
AI Reliability Engineering
Why SRE is a key skill in the age of AI-generated black boxes and how to renovate the traditional toolbox for the new era
Sampling args in llama-server
Reducing repetition, hallucinations, degradation, while making inference faster!
Reliability Engineering for Air-Gapped Systems
Tips and tricks to work around inaccessible observability
Github Copilot vs Google Antigravity
Why Github gets developers and why it's hard to tell who Antigravity is for
OWASP Top 10 Agents & AI Vulnerabilities (2026 Cheat Sheet)
A pragmatic engineering guide and cheat sheet for the OWASP Top 10 AI, OWASP Top 10 LLM, and OWASP Top 10 Agents vulnerabilities
RAG vs SKILL vs MCP vs RLM
Comparing various techniques to make the models more reliable while working around context window limitation
AI Fluency Leveling
Transition from prompt "engineering" to AI system architecture with this 7-step AI fluency framework. Designed for software engineers and SREs, this guide provides a roadmap for mastering RAG, context engineering,...
Emergent properties
What are nominal, weak and strong emergent properties and how to identify and mitigate their negative impact in system design?
AI Systems Engineering Patterns
30 techniques from conventional system engineering to supercharge AI Engineering
SLI Evolution Stages
How to dodge vanity metrics and measure the right service level indicator and why?
SLI Compass: Fidelity and Granularity
A Mental Model to Assess Existing SLIs and Evaluate New Ones. We discuss 2 dimension: fidelity shows how closely your SLI is measuring the user experience, granularity shows how many...