01AI / Agents
AI Research and Web Intelligence Agent
An agentic research workflow that crawls the web, calls tools over MCP, and returns a sourced brief through OpenRouter.
- n8n
- Firecrawl
- OpenRouter
- AI Agent
- MCP
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Systems Srikanta built. These write-ups are not tied to an employer. Internal names, customers, and unpublished metrics are omitted.
01AI / Agents
An agentic research workflow that crawls the web, calls tools over MCP, and returns a sourced brief through OpenRouter.
02AI / Voice
A voice and webhook platform where ElevenLabs, an LLM, MCP, and n8n turn a spoken or event-driven request into an integration run.
03AI / SRE
An investigation assistant that queries metrics, logs, cluster state, and runbooks, then drafts an explainable RCA for a human to approve.
04Observability
A multi-signal platform for metrics, logs, and traces across Kubernetes and infrastructure, with shared dashboards and alerts.
05Migration
A workflow that turns legacy monitoring definitions into reviewable open-source metrics, logs, rules, and dashboards.
06Platform engineering
Application observability defined as configuration, then provisioned through Terraform, Helm, and GitOps.
07Reliability
SLIs, SLOs, and error budgets connected to burn-rate alerts and incident follow-up.
08Infrastructure
Windows event and application logs collected, enriched, stored in Loki, and alerted from Grafana.