| Links | https://kyler.omg.lol/ |
| Blog | https://LetsDoDevOps.com |
$MSFT trying to compete with Claude's numbers by having anyone who does anything in VSCode co-tag their commits as written with Copilot. Huge backlash from the community, they were forced to revert by community pressure.
AgentCore MCP Gateway article is now free.
If you’ve been wiring up MCP tools one by one, you’ve probably felt the pain—different auth flows, scattered secrets, and a growing pile of integration code just to make everything work together.
https://www.letsdodevops.com/p/aws-agentcore-agentic-slack-bot-full-a98
What if an LLM lived on an ASIC and was absolutely BLAZING FAST?
Taalas and Ljubisa Bajic did just that, and you can use it today. Check out chatjimmy[.ai] to try it now!!
Check out the image for an example - it generated that response in 6 ONE THOUSANDTH of a second!! Imagine building at this speed!
New blog post: Agentic AI Email Bot on AWS Bedrock AgentCore: Building the Thread, Sending the Reply, and Operating in Production (2/2)
Focuses on what happens after the email hits the worker. Rebuild the full thread, run the agent with full context, convert markdown into email safe HTML, and send replies without leaking to external recipients. Also covers attachments, error handling.
And the code is now open sourced!!
https://www.letsdodevops.com/p/agentic-ai-email-bot-on-aws-bedrock-05d
🔥 This very popular article is now FREE: AWS AgentCore Agentic Slack Bot - Full Architecture and Code (1/4).
Moved Vera from the Lambda “invoke and die” model to a warm, long-lived AgentCore app built for real agent workflows: longer jobs, persistent state, and cleaner tool orchestration.
Full architecture, code, and the why behind the migration. Link in comments.
https://www.letsdodevops.com/p/aws-agentcore-agentic-slack-bot-full
Post is now free: migrating VeraResearch to first-class MCP tool support in Strands.
Running multiple MCP servers caused tool name collisions and a pile of custom wrapper code to manage prefixes and filtering.
This post shows how we deleted that complexity using native MCPClient prefix + tool_filters + ToolProvider support, reducing maintenance and simplifying the agent.
https://www.letsdodevops.com/p/migrating-veraresearch-to-first-class
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
