DareData Blog
Perspectives from the DareData team on AI systems, enterprise transformation, and the engineering behind real-world deployments.
15 min
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Supply Chain Attacks in the Age of Agentic AI and Vibe Coding
AI-driven automation and rapid "vibe coding" can amplify the impacts of supply chain attacks, spreading hidden vulnerabilities across systems before they are detected.
LiteLLM Supply Chain Attack: Advisory
On March 24, 2026, the popular Python library LiteLLM was targeted in a supply chain attack. Attackers published malicious versions of the package (1.82.7 and 1.82.8) on PyPI, the Python Package Index. These versions contained hidden code designed to steal credentials and secrets from any system where the package was installed
8 min
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Voice Architectures
When building your voice agent, you’ll have to decide which voice architecture you’ll use. There are three architectures you can choose from, each with their own pros and cons. In this blog post, we’ll define each one and compare them, so you can decide which one better
9 min
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2025: Product, Consulting, and Production
This was the year where strategy met customers, production systems and enterprise constraints. We didn’t iterate in isolation, but we...
3 min
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The Largest Challenge to Implement AI in Companies is Non-Determinism
Many companies still struggle to achieve a solid return on investment (ROI) from their AI initiatives. The issue isn’t access to...
5 min
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Factory AI: How Smart Manufacturing is Powered by AI
AI in manufacturing is transforming factory floors with predictive maintenance, quality control, and generative AI—boosting efficiency, reliability, and profits.
5 min
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Gen-OS: The Platform, the Apps, the Toolkit
Most AI projects stall after pilots due to poor systems, workflows, and architecture. By focusing on business impact, using a reliable AI platform, and avoiding vendor lock-in with open, integrated tools like Gen-OS, enterprises can scale AI and achieve measurable results.
4 min
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AI at the game table: From Foosball trash talk to Poker face reads
From a trash-talking AI foosball ref to a poker expert that reads bluffs. A dive into computer vision projects tackling speed, stats, and the art of deception.
8 min
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What’s LLMOps? A quick primer
LLMOps is about managing the entire lifecycle of applications powered by LLMs: from prompt engineering to fine-tuning, evaluation, deployment, monitoring, and continuous improvement.
5 min
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DareData Use Case: Beyond Simple Chatbots
Hear how Gen-OS is able to support your Customer Service with AI
3 min
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DareData Use Case: E-mail Replier
Legal teams are often bogged down with routine, repetitive requests that require high accuracy and careful compliance with internal systems and legal protocols. But what if you could automate 90% of that work, without compromising on quality, and even improve over time?
3 min
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GenAI Applications - AI Sales Assistant
AI sales assistants can take your sales to the next level and give you an immediate sales growth of 12%.
4 min
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