Your agent returns 200 OK.
It also just issued 36 refunds to one customer. Or looped for 11 days ($47K).
Old monitoring: uptime, latency, error rate.
Agent monitoring: reasoning quality, tool success, loop detection, cost per outcome.
200 OK means nothing when the server lies.
#TalkNerdyToMe
The AI agent protocol stack just consolidated.
MCP (Anthropic): 79K stars. 97M monthly downloads. Agent-to-tool.
A2A (Google): 100+ enterprise partners. Agent-to-agent.
ACP (IBM): Merged into A2A. Gone.
All under Linux Foundation now. War is over.
The security gap is not.
#TalkNerdyToMe #MCP
46% of code is AI-generated. 45% has security flaws.
Code duplication up 8x. AI PRs have 1.7x more issues. Experienced devs are 19% slower with AI tools.
Estimated cleanup bill: $400M-$4B.
This is a trillion-dollar problem being solved with "Accept All."
#TalkNerdyToMe #VibeCoding
Two AI agents had an 11-day conversation. Nobody noticed. The bill: $47,000.
They got stuck in an infinite loop. Talking to each other while the team slept.
92% of businesses hit agentic AI cost overruns. 73% have no real-time tracking.
Capabilities exist. Oversight does not.
#TalkNerdyToMe #AI
4% of GitHub commits are now Claude Code. 135K/day.
Microsoft sells you Copilot but told its own engineers to install Claude Code. "Strongly encouraged, not optional."
41% of all code in 2025 was AI-generated.
This changes everything.
#TalkNerdyToMe
MCP for DevOps ☁️
Azure Functions MCP hit GA. 10+ production servers now exist for Terraform, K8s, GitHub, AWS, Datadog.
AI agents can terraform apply via natural language. The key? Run MCP on your infra and require human approval for destructive ops.
#MCP #DevOps #Terraform #TalkNerdyToMe
One of my WIP Talk Nerdy to Me. I am working through my edits and hope to have those done asap so I can get beta readers.
#writing #writerscommunity #writingcommunity #wip #wipcover #talknerdytome #lgbtqiaya #lgbtqiabooks #lgbtqiaauthors #queerya #queerauthor #queeryabooks #queerbook #author #2026
⚡ GitHub shipped Agentic Workflows. Your CI/CD can now think.
Markdown replaces YAML. AI agents — Copilot, Claude, Codex — handle jobs needing judgment, not just deterministic rules.
GitHub calls it "Continuous AI." Open source, MIT.
👉 talk-nerdy-to-me.com/news
#DevOps #TalkNerdyToMe
🎵 Sunday vibe check for cloud engineers:
Microsoft and OpenAI are divorcing. OpenAI is building Office. Microsoft is building GPT competitors. Both say it's fine.
Biggest "we're just friends" energy since microservices and monoliths.
#TalkNerdyToMe #CloudEngineering
🔮 Microsoft Copilot is no longer an OpenAI wrapper.
Claude in Office 365. MAI frontier models in testing. GPT as one option of many.
The era of single-model lock-in is over. Copilot is becoming an orchestration layer.
👉 talk-nerdy-to-me.com/news
#CloudEngineering #DevOps #TalkNerdyToMe
🔒 3 CVEs just hit Anthropic's MCP Git server.
Your agent reads files, runs code, calls APIs. Who's auditing that access?
DevSecOps for agents: sandbox, least privilege, audit every MCP tool.
👉 talk-nerdy-to-me.com/news
#AgentSecurity #MCP #DevSecOps #TalkNerdyToMe
☁️ Your cloud was built for web apps. Now it's running GPU inference at 3x the cost.
AI workloads break every rule: bursty compute, massive data pipelines, GPUs idle 80% of the time.
New era, new playbook.
👉 talk-nerdy-to-me.com/news
#AIInfra #DevOps #TalkNerdyToMe
🔍 47 known CVEs hiding in your container image. And you just deployed it to prod.
Shift-left: add Trivy or Grype to your CI pipeline. Free, fast, catches vulns before they ship.
👉 talk-nerdy-to-me.com/news
#ContainerSecurity #DevSecOps #Kubernetes #TalkNerdyToMe
GOTTIM! 😆
Ooh, this is a delicious, #nerdy burn: youtu.be/5D7ZieMw_p0?...
Richard Stengel, former Under Secretary of State, disgusted with #Trump ‘s ignorance, says his #Greenland obsession makes sense “if you only look at a #Mercator projection, and never a globe.”
🤣
#TalkNerdyToMe #sickburn @ms.now #news
No more ticket queues. No more "waiting on ops." Developers get standardized templates with built-in security guardrails.
The question isn't "should we build an IDP?" It's "how fast can we ship one?"
#PlatformEngineering #DevOps #TalkNerdyToMe
💡 2026 will be about execution at scale — running AI profitably and building platforms devs actually use.
👉 Learn more at talk-nerdy-to-me.com
#DevOps #Infrastructure #TalkNerdyToMe
Azure support is expected in 2026.
Is this the end of vendor lock-in? ☁️
👉 talk-nerdy-to-me.com
#CloudEngineering #Multicloud #AWS #GoogleCloud #TalkNerdyToMe
💡 Early days, but the vision is clear: describe what you want, let AI handle the HCL. Combined with Red Hat OpenShift secrets management via Vault.
👉 Learn more at talk-nerdy-to-me.com
#Terraform #AI #CloudEngineering #TalkNerdyToMe
What this means:
• Native Mac integration for Claude Code
• Terminal AI without browser dependency
• Desktop-first developer workflow
DevOps automation comes to your dock. 🤓☁️
#CloudEngineering #ClaudeCode #DevOps #MacOS #TalkNerdyToMe
👉 talk-nerdy-to-me.com
" #ScienceUnderSiege w/ Michael Mann" | I spoke with Cara Santa Maria about my new book w/ @peterhotezmdphd.bsky.social on this week's #TalkNerdyToMe podcast: www.carasantamaria.com/podcast/mich...
The driver? Developer productivity directly impacts bottom line. Despite organizational tool fragmentation, teams are investing heavily in DevEx. 🤓
#PlatformEngineering #DevOps #DevEx #IDP #TalkNerdyToMe
👉 talk-nerdy-to-me.com
💡 What they do: Turn PR comments into terraform plans, enforce OPA policies, manage state drift, auto-apply on merge.
Result? No more "who ran terraform apply in prod without telling anyone" incidents.
👉 talk-nerdy-to-me.com
#Terraform #GitOps #IaC #DevOps #TalkNerdyToMe
🤓 Cloud Computing 101: Think of AI as your DevOps co-pilot — it handles the routine while you focus on innovation.
👉 talk-nerdy-to-me.com
#DevOps #AI #CloudEngineering #TalkNerdyToMe
Compliance + innovation = possible. 🤓
👉 Learn more at talk-nerdy-to-me.com
#DevOps #CloudEngineering #DataSovereignty #TalkNerdyToMe
When Your AI Model Calls in Sick ☁️
AI models don't get PTO, but they DO crash. Auto-scaling = infinite backup singers—one goes down, another steps up.
💡 Configure health checks BEFORE your model naps during peak traffic.
👉 talk-nerdy-to-me.com/news
#CloudEngineering #AI #TalkNerdyToMe
Platform Engineering ☁️
Stop making devs beg ops teams for permissions. Build self-service platforms that treat engineers as customers.
💡 Tools like Backstage give devs superpowers without chaos.
👉 Learn more at talk-nerdy-to-me.com
#PlatformEngineering #IDP #TalkNerdyToMe
💡 Schedule daily drift checks in CI/CD. Catch rogue changes before they become 2 AM fires.
👉 Learn more at talk-nerdy-to-me.com
#Terraform #IaC #CloudEngineering #TalkNerdyToMe
🧩 That’s a wrap for this week’s Azure roundup! ⚙️
From agent-powered development to local AI labs — the future is distributed, intelligent, and seriously nerdy.
💡 Follow us for your weekly dose of AI, cloud, and FinOps decoded — minus the jargon.
#AzureWeekly #AITech #CloudNerds #TalkNerdyToMe
Catch the full episode Sunday—subscribe for weekly cost-crushing recipes! Cut costs, not dreams. 😎 www.cloudcostchefs.com/news Link in bio. #TalkNerdyToMe
