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Dev.to

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05:44
2026-09-12
dev.to
ai-agents

Trails - Jac Hacks SF

At JacHacks SF, developers Tirth Suba and Aarnav Gutti built Trails, a multi-agent research system inspired by ant foraging behavior in which five AI agents coordinate through a shared evidence graph …

05:25
2026-09-12
dev.to
machine-learning

Fixing Fatal Process Aborts in TensorFlow Lookup Tables

A developer identified and fixed a bug in TensorFlow's lookup table kernels where LookupTableExportOp bypassed signature verification, causing a hard CHECK_EQ assertion failure and process-level SIGAB…

05:22
2026-09-12
dev.to
ai-infrastructure

Edge0 streams MoE experts off SSD to fit 35B in 3 GB

Edge0-AI has open-sourced Edge0, an Apache 2.0 streaming inference engine that memory-maps sparse mixture-of-experts weights from SSD so a 35B model runs in roughly 2.9 GiB of peak active memory. The …

04:36
2026-09-12
dev.to
ai-infrastructure

Zaylo — Local AI Server

LoftyTech Labs has released Zaylo, an open-source local AI server that lets users run AI models on their own hardware without depending entirely on external AI services. The project bundles runtime co…

04:30
2026-09-12
dev.to
ai-tools

I just did something my AI agents couldn't

A developer spent two days attempting to reorganize an ESP-IDF project into a components folder using several AI coding assistants, including Gemini Flash Extended, Gemini Pro Extended, DeepSeek v4 Fl…

04:23
2026-09-12
dev.to
artificial-intelligence

Most AI products forget. Cogweald is designed to remember.

Cogweald is a new AI system designed around persistent world state, allowing characters, events, and unresolved threads to carry forward across interactions rather than resetting with each conversatio…

03:12
2026-09-12
dev.to
ai-tools

The Intelligence Ladder

A software developer has launched Studio (studio.almadar.io), a free beta tool that organizes software work into an "intelligence ladder" of composable units called behaviors, letting developers estim…

03:00
2026-09-12
dev.to
natural-language-processing

The Last Non-Neural Candidate, and It Did Not Clear the Bar

A developer's experiment testing a full hierarchical Pitman-Yor language model with Gibbs sampling and inferred hyperparameters found it fails to match the data-scaling slope of a small transformer, g…

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