editorial
Self-Healing Observability: Building an AI-Powered K8s Log Watcher
How to combine Vector, Redis, and local LLMs to transform cryptic Kubernetes error logs into actionable Telegram alerts.
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Beto-Bot: Leveling up with GitHub App Auth, Webhook RAG Sync and local Ollama brains.
An in-depth look into the architectural evolution of Beto-Bot: transitioning from fragile Personal Access Tokens to secure GitHub App installation bindings, introducing a live pgvector RAG sync engine powered by GitHub Webhooks, and using Local Ollama models as our brains.
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Recent Posts
technical
Beto-Bot Part 5: Meet the Crew
A deep dive into the specialized agents that power Beto-Bot and how they handle everything from issue tracking to automated status updates.
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technical
Beto-Bot Part 4: The Brains! Featuring Virtual Threads
A deep dive into the Orchestrator: How Beto-Bot uses Java 21 Virtual Threads to manage specialized AI agents without blocking.
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editorial
Empathy is a Superpower
Why empathy not only matters, it's a superpower in software engineering.
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technical
Beto-Bot Part 3: The Fetcher & The GraphQL Workaround
Exploring the 'Fetcher' service and how I bypassed MCP limitations using custom GraphQL queries to manage GitHub ProjectsV2.
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technical
Beto-Bot Part 2: Bridging the Gap with MCP and Docker
How to connect a Spring Boot application to a Node.js MCP server using a Supergateway proxy.
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editorial
Meet Beto-Bot: The Java-Based Multi-Agent Orchestrator
An introduction to Beto-Bot, a custom orchestrator designed to bridge the gap between Java environments and autonomous AI agents.
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editorial
The Ghost in the Machine (Learning)
Exploring the new roles as software engineers in the age of AI.
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