Tag: Ai and machine learning
-
AI gateways: why and how
Posted on July 17, 2026, Level intermediate Resource Length short
AI gateways extend traditional API gateway patterns to manage AI workloads, enabling secure, scalable, and efficient deployment of AI models in modern applications. By Nicolas Fränkel.
Tags ai-and-machine-learning architecture-and-apis cloud-and-infrastructure
-
Why self-hosted analytics is the only safe way to attribute ai-assistant traffic
Posted on July 12, 2026, Level beginner Resource Length medium
Matomo 5.8 introduces a dedicated AI-assistant tracking module that enables self-hosted analytics platforms to isolate genuine human demand from AI-generated noise. This update transforms self-hosted measurement from a privacy checkbox into a critical attribution control layer for SaaS founders and growth engineers navigating an era where chatbots and voice assistants generate significant referral traffic. By ImaLamer.
Tags data-and-analytics cloud-and-infrastructure ai-and-machine-learning devops-and-ci-cd
-
ggsql: A grammar of graphics for SQL
Posted on July 3, 2026, Level beginner Resource Length medium
ggsql introduces a SQL-based grammar of graphics, enabling developers and data scientists to create rich visualizations directly within SQL queries. This tool integrates seamlessly with environments like Jupyter notebooks and VS Code, streamlining the data visualization workflow. By Thomas Lin Pedersen, Teun Van den Brand, George Stagg, Hadley Wickham.
Tags data-and-analytics backend-development ai-and-machine-learning
-
Building a cross‑platform Ollama dashboard with 95% shared code
Posted on July 1, 2026, Level beginner Resource Length medium
This guide demonstrates how to build a production-ready admin dashboard for Ollama that runs on both Android and Desktop using Kotlin Multiplatform. By leveraging Compose Multiplatform, developers can achieve approximately 95% code sharing between platforms, significantly reducing development effort and maintenance overhead. By Vitali Tsikhanovich.
Tags backend-development frontend-and-mobile ai-and-machine-learning
-
Artificial intelligence for software engineering: From probable to provable
Posted on June 24, 2026, Level intermediate Resource Length medium
Combining the creativity of artificial intelligence with the rigor of formal specification methods and the power of formal program verification, supported by modern proof tools. By Bertrand Meyer.
Tags architecture-and-apis ai-and-machine-learning leadership-and-career product-and-design
-
How to safely run Claude Code on Ubuntu 24.04 bare metal
Posted on June 20, 2026, Level beginner Resource Length medium
Run Claude Code securely on Ubuntu 24.04 bare metal using rootless Podman, Quadlet systemd, and strict billing controls to avoid runaway API costs. By ServerMO DevSecOps Team.
Tags cloud-and-infrastructure devops-and-ci-cd ai-and-machine-learning miscellaneous security-and-privacy
-
Intelligent file management: The AI revolution in personal cloud storage
Posted on June 12, 2026, Level beginner Resource Length short
An analysis of how AI, automation, and advanced encryption are transforming the personal cloud storage market, driving growth and enhancing security for users. By Sakshi Kale,
Tags ai-and-machine-learning cloud-and-infrastructure security-and-privacy software-engineering
-
How to build agentic AI using Python
Posted on June 11, 2026, Level intermediate Resource Length medium
This article explores the fundamental architecture of agentic AI systems built with Python. It breaks down the essential components required to create autonomous, goal-driven agents, focusing on the integration of Large Language Models (LLMs) as reasoning engines and orchestrators as decision-making controllers. The guide provides a technical overview of how these elements collaborate to enable structured orchestration, tool usage, and memory management, offering developers a clear pathway to implementing advanced AI agents. By KnowledgeHut.
Tags ai-and-machine-learning backend-development software-engineering
-
Beyond packages: AI agents and the future of dependency management
Posted on June 9, 2026, Level intermediate Resource Length medium
This article explores how AI agents are shifting developer habits from installing pre-built packages to generating custom code, challenging traditional dependency management strategies. By spatie.be.
Tags ai-and-machine-learning architecture-and-apis software-engineering devops-and-ci-cd backend-development
-
ForesightKV: Learning long-term contributions for efficient llm reasoning
Posted on June 6, 2026, Level beginner Resource Length long
This article introduces ForesightKV, a novel framework that addresses the linear memory expansion of Key-Value caches in large language models during long reasoning traces. By employing a training-based approach to predict optimal eviction points, it balances computational efficiency with model performance, overcoming limitations of existing heuristic methods. By Zican Dong.
Tags ai-and-machine-learning software-engineering architecture-and-apis leadership-and-career
-
Scaling AI to production: IBM & Oracle's expanded hybrid cloud & agentic AI partnership
Posted on June 2, 2026, Level beginner Resource Length short
IBM and Oracle are expanding their four-decade partnership to tackle the pilot-to-production AI gap. The collaboration introduces streamlined hybrid cloud infrastructure, including direct RHEL licensing on OCI, and advances agentic AI orchestration across enterprise systems to accelerate scalable, multi-cloud AI deployments.
Tags cloud-and-infrastructure leadership-and-career ai-and-machine-learning
-
How to build Knowledge Graph generation pipelines from text with kg-gen, networkx analytics, and interactive visualizations
Posted on May 25, 2026, Level intermediate Resource Length long
Discover how to transform plain text into comprehensive knowledge graphs using kg-gen, NetworkX analytics, and interactive visualizations, providing actionable insights for developers and data scientists. By Sana Hassan.
Tags cloud-and-infrastructure data-and-analytics ai-and-machine-learning backend-development