MLOps Community: Software Engineering in the Age of Coding Agents_ Testing, Evals, and Shipping Safely at Scale

Impactful Moments:

00:00 – "Cloud Code and Workflow Shifts"
04:11 – Data Science Requires Data
06:21 – "LLM APIs: Reliability Challenges Explained"
11:32 – "Contextual Efficiency in Engineering"
14:09 – "Domain Expertise Shapes Effective Compression"
17:41 – "Limitations of LLMs in AI"
21:51 – "Security Expertise in Software Roles"
27:56 – Transparent Action Insights
29:23 – "LLMs, Language, and Malware Challenges"
35:41 – "Prompt Management and Source Control"
37:34 – Optimizing Developer Experience Processes
43:26 – Evolving Threats in Cybersecurity
46:17 – Combatting Advanced Cyber Threats
49:26 – "Choosing the Wrong Language"
50:49 – "Context-Driven Tool Relevancy"
54:57 – "Choosing Tools: LLM or Logic?"