Let's Do DevOps

🔥Migrating VeraResearch to First-Class MCP Tool Support in Strands🔥

aka, let them manage the complexity

Dec 16, 2025 • Kyler Middleton

November 2025

🔥Building Audit Logging for Multi-Platform AI Bots with Python, AWS Cloudwatch🔥

aka, who is actually using our bots today?

Nov 25, 2025 • Kyler Middleton

🔥Teaching Agentic Strands Agents to assume Cross-Account IAM Roles and Read AWS Resources🔥

aka, which VMs are running hot on CPU? Or out of disk space?

Nov 12, 2025 • Kyler Middleton

1

October 2025

🔥Fixing MCP Tool Name Collisions When Using Multiple MCP Servers

aka: Why does every MCP server define "search" as a tool?

Oct 28, 2025 • Kyler Middleton

1

🔥Solving AWS Bedrock's Enterprise Logging Problem: Adding Bot Context to Model Invocation Logs🔥

aka, who is using up all our AI tokens?

Oct 14, 2025 • Kyler Middleton

2

September 2025

🔥Building an Enterprise Slack Bot with Agentic AI: A Complete AWS Architecture Guide🔥

aka, find outages in PagerDuty, identify changes in GitHub, find tickets in Jira, tie em all together

Sep 30, 2025 • Kyler Middleton

3

🔥AWS Strands can't read GitHub Files with MCP🔥

aka, Are you sure you don't want to accept my PR to fix this?

Sep 10, 2025 • Kyler Middleton

1

August 2025

🔥AWS Strands and MCP with Simple, Real-World Examples🔥

aka, robots with tools

Aug 26, 2025 • Kyler Middleton

1

🔥Building a Teams Bot with AI Capabilities - Part 6 - Reading Teams Attachments🔥

aka, file location and permissions aren't reliable, and are critically important. Great.

Aug 4, 2025 • Kyler Middleton

1

July 2025

🔥Building a Teams Bot with AI Capabilities - Part 5 - GenAI Integration with Teams🔥

aka, what are all these GUIDs and why don't these APIs exist?

Jul 29, 2025 • Kyler Middleton

1

🔥Building a Teams Bot with AI Capabilities - Part 4 - Receiver Lambda for OAuth2 Tokens and State🔥

aka, I don't want to authenticate to SSO each time I send you a message

Jul 9, 2025 • Kyler Middleton

2

June 2025

🔥Building a Teams Bot with AI Capabilities - Part 3 - Delegated Permissions and Making Lambda Stateful for Oauth2🔥

aka, "do you remember me?"

Jun 17, 2025 • Kyler Middleton

2