Mac Mini‑Powered AI: 5‑User Local Model Success
David Burkett interviewed the WorkingMouse AI R&D team to prove a 32 GB Unified‑Memory Mac Mini can run fast, privacy‑safe open‑weight AI for five users, with concurrency solved via an O Lama backend, while the team plans a company AI survey, will tap new Open AI/Google models on HuggingFace, and will soon scale experiments with an arriving Mac Studio. Read More…
Curious about AI at work? Our AI Reference Guide breaks down essential terms and concepts behind Large Language Models (LLMs)—including training, inference, RAG, and hardware requirements—to help teams adopt AI safely, locally, and productively. Ideal for business and IT leaders evaluating AI in enterprise settings. Read More…
AI You Own vs AI You Rent: What’s Better for Business?
Renting AI is risky and expensive. Shadow AI, rising SaaS costs, and data exposure are real threats. Hosting your own AI gives you control, lowers long-term costs, and keeps your data safe. Read More…
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Jidoka: Automation with a Human Touch, A Software Method to Gain Organisational Control
The Journal of Software and Systems Modeling published paper offers organisations a path to escape the legacy trap. Read More…
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Top 8 IT Consulting Trends for 2025
IT consulting in 2025 is driven by trends like AI integration, edge computing, and quantum advancements, helping businesses streamline operations, enhance security, and adopt sustainable practices. By staying ahead of these innovations, consultants empower organisations to remain competitive, adapt to challenges, and leverage emerging technologies for growth. Read More…
The Future of Digital Transformation in Government
By 2028, Queensland will advance digital transformation with digital IDs, cybersecurity, and inclusive services. Key goals include addressing diverse demographic needs, leveraging emerging technologies, and enhancing service delivery. Challenges involve managing legacy systems, data sovereignty, and attracting talent. Queensland's proactive approach aims to lead in digital innovation and set a high standard for government efficiency and engagement. Read More…
Embracing Abstraction for Cost-Effective System Development
Abstraction in system development involves focusing on core aspects by removing unnecessary details, which can revolutionise how organisations modernise and streamline their processes. Instead of discarding diagrams and artefacts, reusing them for higher-level models can boost productivity, consistency, and quality while cutting costs. The Jidoka philosophy, prioritising automation and quality over speed, highlights that investing in systematic abstraction leads to more cost-effective and agile development. Embracing this approach helps organisations balance quality with cost management and accelerates their path to innovation. Read More…
In February 2024, WorkingMouse shared insights on "Composite AI & Models for Modernising Government Services" with the Queensland Government Customer and Digital Group. Composite AI involves combining various AI tools to leverage their strengths and address their weaknesses. Key updates include using AI tools like CoPilot for coding, optimizing problems, platform engineering, team topologies, and modeling for shared understanding. The session highlighted the importance of human oversight alongside AI to ensure accuracy and quality. For more details, see the presentation slides and case studies linked. Read More…
Over-reliance on generative AI for creating code can lead to issues such as poor understanding, challenging debugging, and potential quality and security risks. AI tools like ChatGPT and GitHub Copilot are useful for generating code snippets and suggestions, but they lack the contextual awareness of human developers and can produce errors. It’s crucial to use AI as a collaborative tool rather than a complete solution, ensuring that human developers review, validate, and integrate AI-generated code to maintain accuracy, security, and adherence to best practices. Read More…
Using DevOps Toolchains in Agile Model-Driven Engineering
Jörn Guy Süß, Head of Research and Development at Codebots, recently spoke at the WorkingMouse office about his presentation at the 2022 MODELS Conference in Montreal. MODELS is a leading conference on model-driven software and systems engineering. Jörn discussed his paper published in the International Journal on Software and Systems Modeling, which highlights the shift from unreliable manual model-driven workflows to modern, repeatable processes using advanced frameworks. His talk delved into the relevance of continuous integration (CI) in model-driven engineering, challenges in applying CI to models, and solutions such as reusing the Ant build system. Read More…
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