Blogs
Discover the latest insights, guides, and updates on AI orchestration, real-time systems, and modern event-driven communication with DNotifier.
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Bedrock Agents Classic Is Being Retired
AWS is retiring Bedrock Agents Classic. Here's the exact maintenance-mode deadline, what breaks, and a straight migration path to AgentCore — or off Bedrock entirely.
Amazon Bedrock AgentCore, Explained
Part three of the DNotifier × AWS Bedrock series — Runtime, Memory, Gateway, Identity, and the other AgentCore services for production agents on AWS.
What Is AWS Bedrock?
Part two of the DNotifier × AWS Bedrock series — Bedrock as a managed access layer, model catalog, Guardrails, Knowledge Bases, and when AWS-native consolidation beats calling providers directly.
Bedrock on DNotifier: Setup Guide
Part one of the DNotifier × AWS Bedrock series — enable models in your AWS account, connect IAM or keys in the portal, and call Nova and other Bedrock models through sendAI().
Self-Hosting vs. DNotifier
Part ten of the DNotifier × Hugging Face series — the full cost of running your own inference stack versus hosted APIs and orchestration that stays the same either way.
Hugging Face for Regulated Industries
Part nine of the DNotifier × Hugging Face series — SOC 2, GDPR, Hub governance, paid-tier audit logs and BAAs, and separating model capability from compliance posture.
Hugging Face Spaces, Explained
Part eight of the DNotifier × Hugging Face series — Gradio and Streamlit demos for validation, what Spaces is good for, and why production traffic belongs elsewhere.
Picking an Open Model: A Guide
Part seven of the DNotifier × Hugging Face series — task-first filtering, size tradeoffs, licensing, quantization, and a shortlist-then-test workflow.
Building a Model-Router Agent
Part six of the DNotifier × Hugging Face series — classify request complexity and route to sized models with defineAgent, Workflow, and Inference Providers routing hints.