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Newsletter · By Avi Chawla · English · Official site

Indexed issues, last 90 days
28
Latest publication
Sep 30, 2026
Audience
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Earliest in this view
Aug 27, 2026

Latest issues

  1. Issue · Sep 30, 2026

    Jev for RAG, clearly explained! (opens the original)

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    In today’s newsletter:Agents without memory aren’t agents at all.Jev for RAG, clearly explained!Top 12 agentic use cases for Jev.Agents without memory aren’t agents at allAn LLM can appear to remember because the application keeps sending previous messages back with each request.The model itself is still stateless.Start a new session without stored history, and every preference, decision, and previous outcome disappears.<a href="http

  2. Issue · Sep 29, 2026

    Build a real-time hotel booking voice agent (opens the original)

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    In today’s newsletter:vLLM closed this feature request as “not planned”[Hands-on] Build a real-time hotel booking voice agent.Where does all the VRAM go during LLM inference?vLLM closed this feature request as “not planned”:Devs have requested running several small models on one GPU through a single inference server since 2023.Workloads require serving two to five small models on the same GPU because none of them generates enough traffic to justify a

  3. Issue · Sep 28, 2026

    System 1 vs. System 2 Agent Harnesses, clearly explained (opens the original)

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    In today’s newsletter:Your agent hit a wall. Beacon handoff lets another one pick up where it left off.​System 1 vs. System 2 Agent Harnesses.[Interview question] ​How MoE routing works across GPUs?Your agent hit a wall. Beacon handoff lets another one pick up where it left off.Coding agents are getting much better at solving complex engineering tasks. But they still have a basic problem: they’re stuck in their own tool.You mi

  4. Issue · Sep 25, 2026

    Contrastive Language Model, clearly explained (opens the original)

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    Your best model shouldn’t be answering every requestMost production LLM traffic isn’t equally demanding.A greeting, a one-line lookup, and a codebase refactor can all hit the same endpoint. If your best model handles all three, you’re paying more than you need to for the first two.TrueFoundry’s Auto Routing moves that decision into the AI gateway.<div clas

  5. Issue · Sep 24, 2026

    Build a Jev Judge (opens the original)

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    Another brilliant course by Andrew Ng!<img alt="" class="sizing-normal" height="456" src="https://substackcdn.com/image/fetch/$s_!p-e3!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubst

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