Overcommitted | Software Engineering and Tech Careers Insights Ep. 21 | What the heck is an AI Agent?
10 snips
Aug 19, 2025 Dive into the fascinating realm of AI agents and their revolutionary role in software engineering. Discover how these agents tackle cognitive tasks and enhance user experiences. The discussion critiques outdated job searching methods while exploring AI's potential for personalized career development. Delve into the complexities of hiring practices, emphasizing the need for innovative solutions and the impact of human bias. Learn how customizable AI could transform data retrieval and empower personal growth in the tech landscape.
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Start Agents From Existing Workflows
- Try building agents to offload repetitive cognitive tasks like triaging or summarizing information.
- Start with familiar workflows and embed LLM calls into existing programmatic loops to iterate quickly.
Hands-On With Copilot Agent Mode
- Brittany used GitHub Copilot's agent mode to work from issues directly into code edits.
- That experience motivated her to want to build custom agents for personal workflows like a newsletter.
Agent Core Loop And Guardrails
- Agents operate as perception → planning → acting loops often augmented with external tools and retrieval.
- Guardrails and tool APIs are essential primitives to keep agent actions safe and useful.