New Substrate Scales LLM Inference by Leveraging High Bandwidth Flash Memory
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New Substrate Scales LLM Inference by Leveraging High Bandwidth Flash Memory

31 Aug 2026
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Today's Intelligence

Agentic AI: The New Middleware Translating Human Intent to API Calls
DevelopersAug 31

Agentic AI: The New Middleware Translating Human Intent to API Calls

AI agents are not just chatbots; they are the next abstraction layer, translating fuzzy human goals into deterministic software actions.

Builder Action:Developers should focus on designing robust, well-documented APIs that agentic AI can reliably consume. Understanding how LLMs parse intent and construct API calls will be crucial for building effective agentic workflows and ensuring system security. This represents a shift from UI-centric development to API-centric orchestration.
Microsoft Exchange Online Outage Disrupts Email and Authentication
CybersecurityAug 31

Microsoft Exchange Online Outage Disrupts Email and Authentication

A widespread Microsoft Exchange Online outage is causing significant email delivery failures and authentication problems for users globally.

Builder Action:Developers relying on Exchange Online APIs for email sending, calendar integration, or authentication services are experiencing service disruptions. Applications might fail to send emails, sync data, or authenticate users. Teams should prepare for potential data reconciliation issues and have fallback communication strategies in place for critical application functions.
Edge Middleware: The Key to Securing and Scaling Distributed Architectures
DevelopersAug 31

Edge Middleware: The Key to Securing and Scaling Distributed Architectures

As computing shifts to the edge, robust middleware is essential for managing complexity, security, and performance.

Builder Action:Developers need to integrate their applications with edge middleware, abstracting device complexities. Understand new APIs for data ingestion, device management, and secure communication. Plan for deploying and managing code on potentially resource-constrained edge devices. Consider frameworks that abstract middleware interactions to maintain application portability across different edge platforms.

Original Deep Intelligence

Weekly Rift: AI Agents Mature, Security Looms Large, and Efficiency Drives Innovation
RIFT REPORTDEEP INTELLIGENCE

Weekly Rift: AI Agents Mature, Security Looms Large, and Efficiency Drives Innovation

This week's tech news highlights the growing pains of AI agents, critical security vulnerabilities, and a renewed focus on efficiency and cost optimization across the industry.

3 minread time
Updated:31 Aug 2026

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OratoPractice speaking with AI for improved communication skills.
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SuperagentBuild and deploy AI agents with a no-code interface, inspired by Claude.
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Video Agent by FotorCreate and edit precision motion graphics and video using chat.
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Interactive SessionsDrive the full SDLC with AI agents, step by step.
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Murfy AIWrite, review, and publish to arXiv 10x faster.
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