Golden Signals Detect Failures Before Infrastructure Ever Will
A controlled experiment comparing Golden Signal alerts with database and instance checks to see which detects user impact first.
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Experiments
8 published entries.
Make Your Own Instrumentals: A Fun Dive Into Modern Audio Separation
A hands-on exploration of modern audio-separation tools for splitting songs into vocals, drums, bass, and other stems.
AI Doesn't Need Autonomy—It Needs Discipline
Applying SRE principles to AI agents through a controlled audit-plan-apply workflow with policy and human permission.
Bridging MCP with Databases: Empowering LLMs for Incident Insights—POC
A proof of concept connecting LLMs to PostgreSQL through MCP so incident analysis can combine structured metrics with human context.
From YouTube Captions to Q&A: Build Your Own Video Knowledge Assistant
A video knowledge assistant that turns YouTube captions into a searchable question-and-answer workflow using retrieval and language models.
PDF to Audiobook: A Containerized Pipeline with an LLM Sanitizer and Transformer TTS
A containerized local pipeline that extracts and sanitizes PDF text, synthesizes speech, and assembles a finished audiobook.
When Logs Speak: Building an Agentic RCA System with Self-Evaluation Using Gemini
An incident-analysis system that detects log anomalies, generates root-cause analyses with Gemini, self-evaluates them, and notifies Slack.
Teach Your AI to Think Twice: Building a Self-Evaluating RAG Bot
A feedback-driven RAG assistant that evaluates and revises its own answers before responding.