Infrastructure, AI, and interesting things.https://bernardogv.com/https://bernardogv.com/blog/building-my-voice-podcast-engine/https://bernardogv.com/blog/building-my-voice-podcast-engine/A text-to-speech engine running on my DGX Spark, narrating a whole essay podcast in a voice cloned from a single recording of me — and the Blackwell GPU fight it took to make it render three times faster than real time.Sun, 21 Jun 2026 00:00:00 GMThttps://bernardogv.com/papers/recursive-language-models/https://bernardogv.com/papers/recursive-language-models/MIT's RLMs don't make the context window bigger — they stop treating it as the place all your text has to fit. The prompt becomes an environment the model explores, decomposes, and recursively calls itself over.Sun, 21 Jun 2026 00:00:00 GMThttps://bernardogv.com/blog/fifteen-minutes-shared-wifi/https://bernardogv.com/blog/fifteen-minutes-shared-wifi/Fifteen minutes after asking an LLM for a port scanner, I was looking at the admin portal of my co-working's wifi controller. The networks didn't change. The skill floor did.Tue, 05 May 2026 00:00:00 GMThttps://bernardogv.com/blog/tech-this-week-tsmc-s-ai-juggernaut-framework-goes-all-in-on-linux-and-the-nuclear-power-play/https://bernardogv.com/blog/tech-this-week-tsmc-s-ai-juggernaut-framework-goes-all-in-on-linux-and-the-nuclear-power-play/A rundown of the most interesting stories from the past week in tech — from TSMC shattering revenue records to Anthropic weaponizing AI for cyber defense, and Framework teasing something big for Linux users.Sat, 11 Apr 2026 00:00:00 GMThttps://bernardogv.com/blog/agentic-era-cloudflare/https://bernardogv.com/blog/agentic-era-cloudflare/AI agents are becoming the primary consumers of cloud infrastructure. Cloudflare's MCP servers, Agents SDK, and edge-native AI tools show us what that future looks like.Sat, 14 Mar 2026 00:00:00 GMThttps://bernardogv.com/papers/self-replicating-red-line/https://bernardogv.com/papers/self-replicating-red-line/How two open-source language models learned to copy themselves — and what that process actually looks like step by step.Tue, 10 Mar 2026 00:00:00 GMThttps://bernardogv.com/blog/ai-talks-homelab/https://bernardogv.com/blog/ai-talks-homelab/I built a relay system that lets Claude talk to local models running on my DGX Spark. Then I made them debate, collaborate, and roast each other. Here's what I learned about what actually matters in local AI.Wed, 04 Mar 2026 00:00:00 GMThttps://bernardogv.com/blog/building-datacenter-diagnostic-agent/https://bernardogv.com/blog/building-datacenter-diagnostic-agent/A 55-server simulated fleet, a local LLM reading BMC logs through Redfish, and 9 out of 9 hardware failures correctly diagnosed — all running on homelab hardware with zero cloud costs.Mon, 02 Mar 2026 00:00:00 GMThttps://bernardogv.com/blog/llm-node-discovery/https://bernardogv.com/blog/llm-node-discovery/AI agents that monitor server fleets, diagnose hardware failures through Redfish, automate RMAs, and predict capacity — the infrastructure layer nobody's building yet.Sun, 01 Mar 2026 00:00:00 GMThttps://bernardogv.com/blog/claude-homelab-orchestration/https://bernardogv.com/blog/claude-homelab-orchestration/What happens when you give Claude Code SSH access to your entire homelab — and what it means for the future of AI and infrastructure.Sat, 28 Feb 2026 00:00:00 GMThttps://bernardogv.com/blog/homelab-setup/https://bernardogv.com/blog/homelab-setup/How I set up a multi-node homelab for AI/ML experimentation with NVIDIA DGX Spark, Mac Mini, and Raspberry Pi — all from a studio apartment.Sat, 28 Feb 2026 00:00:00 GMThttps://bernardogv.com/papers/attention-is-all-you-need/https://bernardogv.com/papers/attention-is-all-you-need/My breakdown of the transformer architecture paper that changed everything.Sat, 28 Feb 2026 00:00:00 GMThttps://bernardogv.com/papers/toolformer/https://bernardogv.com/papers/toolformer/How Meta taught a language model to use tools on its own — and why it matters for every AI agent since.Sat, 28 Feb 2026 00:00:00 GMT