How to Scale an Integration Pipeline Without Breaking Correctness
I went back and forth for a while on whether to at all. The work is enterprise data integration: wiring the data from a lot of separate business systems together…
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How Much Memory Does Your Agent Actually Need?
In our previous post, we compared ALTK-Evolve with ACE and showed that how you deliver an agent’s self-distilled guidelines — a few retrieved per task vs. the whole set injected…
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How I built a demo generator with GitLab Duo Agent Platform
A demo used to take me days to build — screenshots, narration, stitching it together in an external tool, chasing feedback — and every time the feature changed I’d have…
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Universitas Gadjah Mada, Indosat and NVIDIA Open Indonesia’s First University AI Center to Develop Local AI Talent
Indonesia is taking charge of its AI future. This week, the Ministry of Communication and Digital Affairs (Komdigi), Indosat Ooredoo Hutchison (Indosat or IOH), NVIDIA and Universitas Gadjah Mada (UGM)…
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How PGSimCity Turns PostgreSQL Complexity Into a Virtual City 3D Simulation
Nikolay Samokhvalov has released PGSimCity, an open-source educational visualisation tool that converts PostgreSQL cluster mechanics into an interactive 3D spatial simulation. Running entirely in the browser without local dependencies, the…
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Fine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwen3
In this tutorial, we implement an end-to-end supervised fine-tuning pipeline for the XYZ-Aquila-SFT dataset, Hugging Face Transformers, PyTorch, and PEFT. We stream and inspect the dataset, parse multi-turn tool-use trajectories,…
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Understanding the Role of Latent Space in Machine Learning Models
In this article, you will learn what latent spaces are and how they serve three distinct roles — descriptive, generative, and predictive — across a wide range of machine learning…
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How to Utilize OKF Efficiently to Enable Knowledge Exchange Among LLMs
The pattern. This is Google’s Open Knowledge Format skeleton — a Markdown file with a YAML frontmatter block — repurposed for agent hand-off. The repo’s frontmatter carries one extra load-bearing field the general…
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Custom embedding exports from OlmoEarth Studio for downstream analysis
📄 Tech Report: | 📊 Documentation: | 💻 Learn more about OlmoEarth: OlmoEarth Studio, our platform for building Earth observation models, now lets you compute and export embedding vectors—compact numerical…
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Firebird Launches CIS Region’s Largest AI Factory in Armenia
The global buildout of AI infrastructure reached a new milestone today — Firebird, an emerging AI cloud, launched the CIS region’s largest AI factory in Armenia, establishing a new AI…
