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PageIndex Launches AI to Deliver Accurate Answers from Professional Documents

New AI tool PageIndex promises trustworthy, precise responses derived solely from your uploaded professional documents.

28 Aug 2026

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Data ScienceAug 28

Indiana Power Co. Proposes $59M Rate Cut Fueled by Data Center Demand

I&M plans to lower electricity prices for state residents, citing increased revenue from large industrial customers.

●Builder Action:Developers building applications that rely on cloud infrastructure should be aware of the growing energy demands of data centers. This trend may influence where data centers are built and their operational costs, potentially affecting cloud service pricing. For those in Indiana, lower energy costs could indirectly benefit the state's tech ecosystem. Monitor utility rate filings in other states as similar proposals may emerge.

DevelopersAug 28

WebSockets, SSE, and Redis Scale Real-Time APIs to 100k+ Connections

The shift to persistent connections for real-time features demands careful architecture; WebSockets, SSE, and Redis Pub/Sub offer paths to massive concurrency.

●Builder Action:If you're building real-time features, move beyond REST polling. WebSockets are best for bidirectional needs, requiring sticky sessions or a Redis Pub/Sub layer for horizontal scaling. SSE is a simpler, HTTP-based option for server-to-client streaming. Implement robust error handling and backpressure management, especially when using Redis Pub/Sub, as it's a fire-and-forget system. Tune OS file descriptor limits and utilize connection pooling for Redis.

DevelopersAug 28

WebSocket Server Complexity: State Management is the Hidden Minefield

Building WebSocket servers sounds simple, but managing connection state and graceful degradation is a deep, often underestimated, engineering challenge.

●Builder Action:Developers must understand that WebSockets are stateful, unlike HTTP. Building from scratch requires meticulous management of connection lifecycles, including graceful and ungraceful disconnects, message fragmentation, and ping/pong heartbeats. Relying on established libraries and frameworks is generally advised unless extreme performance or unique protocol requirements justify the significant overhead of a custom implementation.

Original Deep Intelligence

RIFT REPORTDEEP INTELLIGENCE

Weekly Rift: AI Agents Mature, GPU Costs Soar, and Security Lapses Persist

AI agents are moving beyond simple tasks to complex workflows, while GPU shortages continue to drive up costs, and persistent security vulnerabilities plague the tech landscape.

2 minread time

Updated:24 Aug 2026