example.com/article
New AI model claims human-level reasoning
The model scores over 90% on complex benchmark datasets that have stumped previous systems.
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Manish Gudimetla — Infrastructure / DevOps Engineer · Berkeley, CA
I build infrastructure
that has to work
when it matters.
Real-time systems. Reliable infrastructure. Production that stays up under pressure. I also build tools and automations of my own.
Professional Experience — 01
UC Berkeley · MyShake
Building and operating reliable real-time infrastructure for the MyShake earthquake early-warning platform.
real-time systemsreliable infrastructureearly-warning platform
Professional Experience — 02
NTT DATA · BCBSRI Client
Worked on enterprise applications and cloud-native systems for BCBSRI, including APIs, Kubernetes, Azure services, Kafka, and CI/CD.
APIsKubernetesAzureKafkaCI/CD
Journey — 2021 → Present
AI Lab — 03
Building practical AI systems that create real value.
I explore how AI can be reliable, observable, and useful in real-world systems — from agents and RAG pipelines to workflow orchestration and evaluation.
AI agentsRAG pipelinesOpen modelsTool orchestrationExperiments
AI Agents — 04
AI Agents
I build multi-step agent systems that plan, reason, act, and deliver real outcomes.
Goal-driven orchestrationTool use & automationsMemory & contextReliable execution & guardrailsObservability & human-in-the-loop
SnipTrue — 05 · Personal project
SnipTrue
Fact-check articles on the web with a fast research workflow. Verify claims in seconds with quick verdicts and source links, AI-assisted research summaries from trusted sources, and privacy-first — your data stays on your device.
fact-checkingbias detectionChrome extensionJavaScript
Open Source — 06 · github.com/route1-ai
Tools, experiments, and workflows for builders.
Open source and platform work under route1-ai — Shotbase (a brand-new frontend for shotbase), docflow (intelligent document processing), and more. I build and share tools that simplify the complex and speed up shipping.
Shotbase-frontend-v2shotbasedocflowroute1-aiTypeScript
AI Automations — 07
Automations that handle the repetitive, so you can focus on what moves the needle.
I design AI-powered workflows in n8n that connect tools, generate content, and publish automatically — like an automated blog writing & publishing pipeline (topics & research → SEO-ready posts → featured images → WordPress) and a long-form → short-form content pipeline.
RSS / TopicResearch & SEOFeatured imageWordPressWhisper / DALL·E
Creator — 08 · @buildwithmannny
buildwithmannny
AI Agents · Automation · Software — Learn. Build. Ship. Practical content on AI tools that actually save time and workflows you can steal and adapt.
Get in touch — 09
Get in touch.
I'm always open to collaborating on infrastructure, AI systems, automation, or product ideas.
Or email me directly at manish.gudimetla@gmail.com