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ai-agents
tech-news
Why AI agents need a task queue (and how to build one)
LogRocket argues that task queues help AI agents retry safely under rate limits while preserving execution context.
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Anthropic teams up with Teach For All to train educators on Claude in 63 countries
Anthropic and Teach For All announced a new global educator initiative focused on AI fluency and classroom-built tools using Claude. The program spans 63 countries across Teach For All’s network.
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AssetOpsBench Evaluates Multi-Agent AI for Industrial Ops
IBM Research introduced AssetOpsBench, a benchmark for evaluating multi-agent AI in industrial asset operations using telemetry, work orders, and failure modes.
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Astro details its funding path as it joins Cloudflare
Today, Astro shared how it plans to keep long-term framework work sustainable after The Astro Technology Company joins Cloudflare, with sponsorships continuing to fund community maintainers.
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Anthropic publishes a new constitution for Claude
Anthropic has released an updated constitution document that it says directly shapes how Claude is trained and how the model should behave.
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Cisco scales Codex into enterprise engineering workflows
OpenAI says Cisco has deployed Codex broadly inside production engineering, using agentic workflows across large multi-repo systems. The case study includes build-time, throughput, and migration results tied to specific internal programs.
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Does llms.txt move AI traffic?
A Search Engine Land analysis tracked 10 sites before and after adding llms.txt. Most saw no measurable change, and gains aligned with other launches.
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Security teams are blocking Cursor and Claude Code; OpenCode pitches a local-first alternative
A LogRocket post from yesterday points to OpenCode as an open-source agent that can run models locally via Ollama when cloud coding tools are blocked.
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Analytics Vidhya shows a 5-page AI comic workflow with Gemini 3 and NotebookLM
Nitika Sharma documented an end-to-end experiment that uses Gemini 3 for a short romance storyboard and NotebookLM for comic-ready prompting. The walkthrough is dated 19 Jan, 2026 and includes constraints like a 5-page maximum plus a set of 10 additional prompt ideas.
- // ARTICLE_MODULEgeo-seotech-news
GEO advice gets a fact-check framework: separating data from hype
Search Engine Land published a 14-minute analysis today outlining three GEO myths and a five-step method for grading claims from statement to proof.
- // ARTICLE_MODULEai-agentstech-news
Local LLM agents take a crack at faster matrix multiplication
Published today, a Towards Data Science write-up details a local, MacBook-based agent loop that generates and benchmarks Rust matrix-multiplication variants using open-source models.
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Context windows in LLMs: the limit that decides what a model can remember
An Analytics Vidhya explainer updated today breaks down how an LLM’s context window caps the text it can use in a single response and why older messages can drop out.
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