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Daily edition · General

The daily ledger

TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.

22 Oct 2026 edition

201 articles · 11 sources ·

Top topics: General · AI · AWS

How smart storage turns dark data into AI context

Most enterprise data is "dark data"—unstructured PDFs, scans, and media files scattered across servers that usually require fragile ETL pipelines before AI can use them. Google Cloud Developer Relations Engineers Smitha…

Source: Google Cloud Tech Google Cloud Tech

Plan your app’s system spec (No code)

Moving past basic AI prototypes requires deliberate planning. In this episode of Build It, you’ll shift from "vibe coding" to a more spec-driven approach to define a smart fitness app’s data architecture using only…

Source: Google Cloud Tech Google Cloud Tech

AI harness crash course

Annie's codelabs → https://g.dev/ai/ai-harness The model can write the code. It can't open your files, run your tests, or ask before doing something risky. The software that does all of that is the AI harness, and this…

Source: Google Cloud Tech Google Cloud Tech

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