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Cloudflare Extends AI Search to Make it Easier for Agents and Developers to Search Custom Data

Cloudflare AI Search is a built-in search and retrieval service designed to give AI agents and applications a ready-to-use search engine over custom data. It supports agent integration, multimodal search, and seamless integration with other Cloudflare tools. By Sergio De Simone

We haven't written up this one. InfoQ has the full story — the link below goes straight to it.

Read the original at infoq.com →

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I Added a Fourth Model Mid-Run. It Changed What My Field Test Could Prove.

Latest release: v0.2.2 — Aug 29, 2026 I did something I usually try hard not to do in a field test. I changed the design after it had already started.

  • Author added Mistral Small 3.2 mid-run to expand diversity spectrum
  • DeepSeek + Mistral pairing produced strongest diversity, 0.982 average score
  • Maximum diversity revealed failure mode with 65% capitulation rate

The guardrails that matter are code, not prompts

I built an agent that coordinates eldercare for my mother in India, and the interesting part was not the agents. It was the four times I stopped and decided what the system was not allowed to do, and…

  • Framework enforces safeguards to prevent agents from acting beyond limits
  • Deterministic layer and severity dictionary block prompt manipulation
  • Compliance with legal boundaries and tamper-proof record-keeping

175 Items Marked Done, Zero Delivered: An AI Agent Queue Incident

Originally published at aideazz.xyz — cross-posted here with canonical link. A newly added data source ran on schedule for a full day, logged a healthy count every hour, and delivered nothing at all…

  • 175 items marked as processed before actual handling
  • Processing cap applied after deduplication, causing flaw
  • Commit 36e985c fixed issue, implemented August 30, 2026

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