AI

Practical insights for running at scale & secure for SaaS & Product companies .

  • All
  • Popular Posts

    AWS / AI

    Hack Day: From Building AI to Building With AI

    Jared Brook | 4 Minute Read

    base2's Hack Day put agentic IDEs to the test - Google Antigravity, Cursor, and Claude Code. Practical lessons on AI-assisted development and its limits.

    Cloud / AI

    The Real Pain of Building Software with AI in the Cloud

    Aaron Walker | 6 Minute Read

    Explore the challenges of AI in AWS and cloud software development, and how to make AI production-ready in real environments.

    Capitalizing on Australia's AI Strategy

    Arthur Marinis | 3 Minute Read

    Australia's National AI Plan on one page. See the vision for 2030, key actions to foster innovation, spread benefits, and ensure safe AI for communities.

    Tech / Tools / AI

    Enhancing AI Interactions with System Prompts for ChatGPT using Page AI

    Arthur Marinis | 15 Minute Read

    Free system prompts guide for Page AI (ChatGPT) Chrome extension. Expert prompts for writing, crypto analysis, business strategy, development, and career guidance. Customize your AI assistant with ready-to-use prompts.

    How we use Amazon Bedrock AgentCore inside AI Factory

    Arthur Marinis | 4 Minute Read

    Turn agent demos into dependable systems on AWS. How we run Amazon Bedrock AgentCore in AI Factory with guardrails, observability, and CI/CD at scale.

    AI

    HACK DAY: Breaking the Game (and Fixing It): What it taught us about AI Agents

    Jared Brook | 3 Minute Read

    Explore how a Hack Day challenge revealed weaknesses in AI agents and how we fixed them to build stronger, more resilient AI agents for clients.

    Stop calling everything “GenAI” - Why you need to know the difference between Generative AI and Agentic AI

    Arthur Marinis | 4 Minute Read

    Understand the difference between Generative AI and Agentic AI, how vectors and pipelines power them, and why it matters for startups.

    AI

    HACK DAY: Unleash the Power of AI Agents in Your Development Workflow

    Jared Brook | 5 Minute Read

    Discover how base2Services’ hack day experiments with AI-first IDEs, Strands Agents SDK, Ollama local LLM hosting, and custom MCP servers unlocked best practices for building reliable, self-directed AI agents.

    AI

    HACK DAY: NBA Predictive Modelling with XGBoost

    Jared Brook | 3 Minute Read

    Discover how our global HackDay team built an XGBoost NBA game predictor with 80% accuracy. Explore sports analytics AI solutions at base2Services.

    Why your 3 a.m. Slack alert is now a board-level compliance liability

    Arthur Marinis | 6 Minute Read

    Global cloud compliance with base2Services - AI-driven DevOps automation & incident response meets DORA, SEC, NIS2, CPS 230, ISO 27001.

    Data / AI

    What is GraphRAG and How Does it Improve AI?

    Arthur Marinis | 4 Minute Read

    GraphRAG enhances AI by using knowledge graphs to improve accuracy, relevance, and understanding of complex information.

    AWS / Cloud / Tech / AI

    Unlocking Enterprise Knowledge with Amazon Kendra and AI

    Jared Brook | 4 Minute Read

    Discover how base2Services used Amazon Kendra and AI to enhance data accessibility, streamline search, and improve productivity across platforms.