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// Learning · Engineering Blogs

Field notes from the platform layer.

Long-form technical writing from CYBERIA engineers — architecture decisions, postmortems, RFCs and the deep tradeoffs behind every production release.

2026-04-28 · CYBERIA Agentic Platform

Renewable Assets, Read by Agents: From Market Data to Action

Day-ahead prices, node-level LMP heatmaps and asset intelligence for solar and wind farms — delivered by agents as actionable insight, not raw data dumps.

Agentic AIEnergyRenewables
2026-04-14 · CYBERIA Agentic Platform

Molecule Search as an Agent, Not a Query

Sending a SMILES string to a database gets you rows back. Sending it to a Cyberia agent gets you a decision-ready report — ADME, toxicity forecasting, target prediction and a 3D conformer.

Agentic AIDrug DiscoveryMolecule Search
2026-03-04 · CYBERIA Engineering

Engineering an AI-Native Lakehouse

How we architect lakehouses where vector indexes, feature stores, and SQL coexist as first-class citizens — not bolt-ons.

Data PlatformLakehouseAI Infrastructure
2026-02-12 · CYBERIA Cloud Platform

Zero-Trust Service Mesh at Hyperscale

Lessons from rolling out mTLS, SPIFFE identity, and policy-as-code across 12,000 workloads without breaking production.

CloudZero-TrustKubernetes
2026-01-21 · CYBERIA OT Platform

Edge AI for Industrial OT: From Pilot to Production

Anomaly detection on a turbine is a demo. Running it across 3,000 assets — air-gapped, deterministic, auditable — is a platform.

OTEdge AIManufacturing