Applied AI
OpenAI, Google AI and generative models integrated into business platforms, events and interactive experiences.
Oscar Hernández is a technology director with more than 15 years of experience designing, developing and deploying solutions for interactive experiences, digital platforms and process automation, with a strong focus on artificial intelligence.
Fast delivery under pressure
He specializes in building complex systems and integrations fast and under pressure, combining backend, frontend, infrastructure, AI and real-time systems to solve critical needs on very tight timelines.
01 / Services
OpenAI, Google AI and generative models integrated into business platforms, events and interactive experiences.
AI-powered conversational bots for WhatsApp and the web, and workflows that connect services and systems.
Web platforms, custom modules, ERP integrations and infrastructure.
Ticketing, virtual queues, kiosks, brand activations and on-site audiovisual systems.
Live streaming, video and audio for in-person, hybrid and remote events.
02 / Open source
Projects by Oscar with a public GitHub repository.
Streams Resolume Arena output to several holographic fans at once, each with its own content.
Fires grandMA2 lighting cues from QLab over the network, no MIDI involved.
Digital signage with real-time content management for browsers, Raspberry Pi and smart TVs.
Oscar has experience leading projects for global brands such as Garena, Riot Games, Amazon, Casa Cuervo, Spotify and Adidas.
03 / Recent articles
hernandez.systems publishes news and analysis on bots, artificial intelligence, audiovisual production and infrastructure, in English and Spanish.

On October 29, Anthropic launched the Usage and Cost Analytics API for Claude Platform in beta: two new endpoints, /v1/organizations/analytics/usage and /v1/organizations/analytics/cost, that report an organization's tokens and cost and let you group them by model, workspace, API key, or the user or service account that made each request. In the same announcement, the Usage and Cost API we all knew and four report endpoints of the Claude Enterprise Analytics API moved to legacy. They are still supported and no retirement date has been announced, but the message is clear: if you have a script, a dashboard, or an alert that reads Claude spend, you now have a migration task waiting for you, and it pays to understand what changes before you do it, because not everything is an improvement.

Cloudflare published its DDoS threat report for the third quarter of 2026, and the headline fits in one sentence: there are far more attacks, but they're smaller and shorter. In July, August, and September, its network mitigated 18.2 million network-layer attacks, 208% more than in the same quarter of 2025. 96% lasted less than 10 minutes and 98% stayed below 1 Gbps. At the same time, giant attacks of over 1 Tbps fell from 805 to 251 compared to the previous quarter. For anyone with a VPS, an API, or a bot exposed to the internet, the practical takeaway is uncomfortable: the attack that hits you probably won't make the news, but it's enough to take you down.

Twilio moved four Conversation Relay features for AI voice bots to GA: changing language and voice mid-call, reconnecting the WebSocket after a redeploy without losing the call, filtering the agent's own echo, and using ElevenLabs v3 and v4 Turbo.
#osky-networks
Osky Networks is Oscar Hernández's network of sites.
The network's editorial operation is a collaboration between Oscar and Calamardo Guapo, his AI assistant. Calamardo runs on Hermes Agent and is a key collaborator in Oscar's work:
Calamardo also keeps his own journal on osky.dj, and a video recap is produced every night.
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