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Jeremy Howard published version 2 of the llms.txt specification on August 10, 2026 — the first significant revision since he originally proposed the format in September 2024.
Set up LLM evaluation with a golden dataset, useful metrics, CI gates, regression tests, and production feedback. A practical workflow for engineers.
You give an LLM long-term memory by adding a layer outside the model that decides what is worth keeping from each conversation, stores it against the right person, updates it when a fact changes, and puts only the relevant slice back into the prompt on the next call.
For agent memory, neither wins on its own: vector search finds past statements that mean something close to the current question, and a knowledge graph connects facts through the same person or company and tells which of two conflicting facts is current.
A graph database stores data as nodes and relationships and answers questions by following those relationships instead of joining tables; use one when your main questions are about paths across connected data, and keep a relational database for records and reporting.
As of 26 September 2026, the best open-source embedding model for most teams is Qwen3-Embedding, which is Apache 2.0, reads 32K tokens and ranks 5th on MTEB English v2 and 4th on MTEB Multilingual v2.
ChatGPT Voice now triggers tasks by voice – but does it replace a dedicated AI phone agent for real customer calls? A detailed comparison
Reilly Haskins, Rif A. Saurous, Nate Rush, Neev Parikh, and Beth Barnes lay out the claims that would need to hold for their per-action blocking monitor to be effective, the evidence for each claim, and the gaps that remain.
#JEV #AgenticAI #AIEngineer Curated Structured Learning program : https://balajichippada.com/ 🌐 Free AI Engineer Roadmap 2026: https://balajichippada.com/roadmap 🔗 Join the WhatsApp Community https://chat.whatsapp.com/EoQWZa870wG3TzUeOpH54c This is to bring together serious and like-minded…
Score AI agents for customer service on architecture, observability, and pricing incentive, not on a resolution-rate demo.
Learn how to take the Claude Agent SDK from prototype to production with sandboxing, durable sessions, permissions, observability, approvals, and recovery.
A philosopher argues that the debate over AI risk focuses too narrowly on whether AI systems share human goals, and not enough on the methods those systems are allowed to use to reach them.
See the technology stories that people were reading on GeekWire for the week of Sept. 20, 2026. Read More
Compare 16 no-code AI phone agents for non-technical teams and avoid the hidden dev dependencies that break ops workflows in production.
LM Studio Bionic installed and tested on modest PC hardware, and then used to run local AI models for agentic web access and document manipulation. You can download Bionic from the LM Studio website here: https://lmstudio.ai/download My previous video about running Gemma 4 local AI models in LM…
AI systems are now part of critical infrastructure, and the attack surface has grown with them. The latest step: AI agents running ransomware without a human directing each move - Sysdig documented JadePuffer exploiting a Langflow CVE, moving laterally, and encrypting 1,342 production records…
When you use Divi AI agents to review several pages, the same tasks often come up: checking image alt text, reviewing responsive layouts, or updating calls to action. Saving a useful prompt means you can reuse those instructions on the next page. Commands exist for exactly this.
WeWeb vs Bubble compared honestly: architecture, pricing, scalability, lock-in, and the question neither platform answers about building production apps.
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