// tag archive

model-deployment

2 articles

A dark-themed digital illustration featuring a glowing green robotic bird symbolizing a canary rollout for AI agents alongside the text CANARY AI.

Canary Rollouts for AI Agents: 2026 Production Guide

3:14 AM. The new model was silently hallucinating abuse. Canary rollouts for AI agents would have caught it—here's…

September 14, 2026 · 14 min read

A dark‑mode developer scene featuring a glowing terminal and neon green accents, highlighting the comparison of fine‑tuning versus pre‑trained models in Google ADK (2026).

AI

Google ADK: Fine‑Tuning vs Pre‑Trained Models (2026)

Learn when to fine‑tune a Google ADK model vs a frozen pre‑trained version, covering cost, latency, accuracy trade‑offs…

July 19, 2026 · 3 min read