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Michael Levan👨🏻‍💻☕️
10.8K posts
Michael Levan👨🏻‍💻☕️ profile banner
@TheNJDevOpsGuy

Michael Levan👨🏻‍💻☕️

@TheNJDevOpsGuy
Building How AI Runs in Prod | Principal AI Architect & Forward Deployed Engineer | AAIF & CNCF Ambassador | Microsoft MVP | 4x Author & International Speaker
New Jersey
linktr.ee/michaellevan
Joined September 2017
724 Following
9,200 Followers
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  • Pinned
    @TheNJDevOpsGuy
    Michael Levan👨🏻‍💻☕️
    @TheNJDevOpsGuy
    Apr 18
    An SRE Agent needs 4 things: 1. A proper prompt/system message. This will give the direction for the Agent to take. 2. Agent Skills that are designed to turn your Agent into an SRE and observability expert. 3. A good LLM 4. Targets Number 4 is where the "magic happens". When
    3
  • @TheNJDevOpsGuy
    Michael Levan👨🏻‍💻☕️
    @TheNJDevOpsGuy
    Oct 7
    "Agents can run in an efficient manner". Great, but where is the context stored? Your session/context needs to have a snapshot so the Agent can pick up where it left off. Example: you're working with an Agent and you walk away for the day and close it out OR another engineer
    GIF
    2
  • @TheNJDevOpsGuy
    Michael Levan👨🏻‍💻☕️
    @TheNJDevOpsGuy
    Oct 7
    Notice under the `spec.a2a` map there's a host URL? That's the Agent endpoint, and this is what production envs are asking for. Organizations want the ability to hit an Agent from a client (e.g. - a CLI/tool) internally or externally, programmatically and from a UI. Exposing
  • @TheNJDevOpsGuy
    Michael Levan👨🏻‍💻☕️
    @TheNJDevOpsGuy
    Oct 7
    Absolutely awesome time on the DayTwoDevOps podcast! I broke down all things that are needed when running Agents in production and how to think about your overall technical strategy when implementing Agents. Check it out at the link below. youtube.com/watch?v=JHb4ns… #agenticai
    1
  • @TheNJDevOpsGuy
    Michael Levan👨🏻‍💻☕️
    @TheNJDevOpsGuy
    Oct 6
    Isolation. Security. Scale. Without it, you don't have a true sandboxed environment. This quick 101 video breaks down where Agent Substrate shines for anyone that's thinking about running Agents in a scalable and safe way. #agenticai #ai #kubernetes
    00:00
    5