Post is now free on how to build audit logging across AI bots using python and AWS cloudwatch.

Agentic bots make dozens of calls per question, so audits get messy fast.

This post shows the simple audit layer we added user identity, question, response, sessionID for easier debugging.

https://www.letsdodevops.com/p/building-audit-logging-for-multi

I'm a huge nerd for Andy Weir books, I've read The Martian ~12 times and Hail Mary 3 times. Cannot wait to see this live!!

Anybody else going?

I had an unreasonably fun time with Chandana talking about:
- How to get started to tech
- Programming vs Infra background to DevOps
- The rise of AI in DevOps
- How to excel at work and life in the age of AI instability
- Whether to learn big projects like Kubernetes (and how to approach them)

It was a great convo, hope you enjoy.

https://www.youtube.com/watch?v=GHHOH3dx4N0

It's not just you, the entire github platform is unstable and crashing right now.

So if we need Claude to write code, and GitHub to store and deploy code, and both have nearly daily issues, like... what the heck do we do now. Is this what software engineering is now?

New post is live on how to add AgentCore Memory to an AWS AgentCore Agentic slack bot, (and also some Strands tools to permit users to delete memories, something Strands memory manager doesn't natively support)

This one dives into how we built persistent, per-user memory into Vera using AgentCore.

- Short-term events vs long-term records
- Per-user namespaces
- Session ID vs actor ID

Article is paid but not for you: https://www.letsdodevops.com/p/1e1b4c9b-27fc-4de2-a9ff-99f863bb595d

Code is MIT open source:
https://github.com/KyMidd/AgentCore_AgenticSlackBot

Just shipped a big update to our open-source AI Slack bot (Vera), built on AWS Bedrock AgentCore.

New in the public repo:
- Per-user Atlassian OAuth
- Sub-agent delegation
- Chart generation
- File attachments

It's all terraform and open source (MIT license) so you can deploy and use it yourself.

>github.com/KyMidd/AgentCore_AgenticSlackBot

#GenAI #AWS #AgentCore #OpenSource #Terraform #MCP

If you’re building agentic Slack bots with AWS, this one dives deep into the AgentCore MCP Gateway and how I’m wiring Vera into PagerDuty, GitHub, Atlassian, Splunk, Azure, and AWS CLI.

I share all code, as well as why it looks like that, in this article.

It's paid, but not for you. Paywall bypass link: https://www.letsdodevops.com/p/547c1a79-db5e-4de0-96cd-97faf2629e52

Oh, so THAT's why my Atlassian/Jira MCP keeps failing.

You can track here: https://jira-software.status.atlassian.com/