--- title: Secure SaaS Delivery, Cloud & DevOps | base2Services | AI description: AI | Practical cloud, DevOps, compliance and AI insights for SaaS and product teams building secure, reliable platforms without slowing delivery. image: https://blog.base2services.com/hubfs/5667837/Blog%20Thumbnails/HackDay-agent-skills-1200-627px.png?width=1200 --- [![base2Services - The Cloud Services People](https://www.base2services.com/images/base2.svg)](https://www.base2services.com/) - [Solutions](https://www.base2services.com/services/) - Get Started Here - [KickOff](https://www.base2services.com/products/kickoff/) - [Secure Compass](https://www.base2services.com/products/securecompass/) - [Focused AWS Review](https://www.base2services.com/consulting/services/discovery-and-review/) - Managed Services - [Cloud Management](https://www.base2services.com/cloudmanagement/) - [Platform Engineering](https://www.base2services.com/platform-engineering/) - [Compliance & Risk](https://www.base2services.com/security/) - 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[Migration](https://www.base2services.com/consulting/services/cloud-migration/) - [AI Factory](https://www.base2services.com/artificialintelligence/aifactory/) - [Generative AI](https://www.base2services.com/artificialintelligence/generativeai/) - [SaaS CTO](https://www.base2services.com/consulting/services/saas-cto/) - [Industries](https://www.base2services.com/industries/) - [SaaS & ISVs](https://www.base2services.com/industries/saas-and-isvs/) - [Financial Services](https://www.base2services.com/industries/financial-services/) - [Healthcare & Life Sciences](https://www.base2services.com/industries/healthcare-and-life-sciences/) - [Government & Enterprise](https://www.base2services.com/industries/government-and-enterprise/) - [Media](https://www.base2services.com/industries/media/) - [Education](https://www.base2services.com/industries/education/) - More - [AWS Advanced Partner](https://www.base2services.com/partners/partner-pages/aws.html) - [Explore](https://www.base2services.com/community/) - 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[Secure Access](https://www.base2services.com/products/secure-access-aws/) - [Ask about AWS](https://www.base2services.com/products/ai-access-aws/) - [Resource Documenter](https://www.base2services.com/products/resource-documenter/) - [About](https://www.base2services.com/about/) - [About Us](https://www.base2services.com/about/) - [Why Choose Us](https://www.base2services.com/how-we-work/why-choose-us/) - [How We Work](https://www.base2services.com/how-we-work/) - [Case Studies](https://www.base2services.com/customers/) - - [Search](https://www.base2services.com/search.html) - [Talk to Us](https://www.base2services.com/contact/) [1300 713 559](tel:1300713559) [646 586 9485](tel:3474670942) The base2 Blog # Practical guidance for secure, scalable SaaS delivery Cloud, DevOps, compliance and AI insights for product teams building reliable platforms without slowing delivery. Filter by topic [All](https://blog.base2services.com) [AWS](https://blog.base2services.com/tag/aws) [DevOps](https://blog.base2services.com/tag/devops) [Tech](https://blog.base2services.com/tag/tech) [AI](https://blog.base2services.com/tag/ai) [Automation](https://blog.base2services.com/tag/automation) More [Cloud](https://blog.base2services.com/tag/cloud) [Tools](https://blog.base2services.com/tag/tools) [SaaS](https://blog.base2services.com/tag/saas) [Security](https://blog.base2services.com/tag/security) [Compliance](https://blog.base2services.com/tag/compliance) [Cloud-Native](https://blog.base2services.com/tag/cloud-native) [Serverless](https://blog.base2services.com/tag/serverless) [CI/CD](https://blog.base2services.com/tag/ci-cd) [Containers](https://blog.base2services.com/tag/containers) [Data](https://blog.base2services.com/tag/data) [Docker](https://blog.base2services.com/tag/docker) [News](https://blog.base2services.com/tag/news) [AI devops](https://blog.base2services.com/the-ai-did-it-cannot-be-where-accountability-ends) [AI](https://blog.base2services.com/tag/ai) ### [“The AI did it” cannot be where accountability ends](https://blog.base2services.com/the-ai-did-it-cannot-be-where-accountability-ends) The Medicare AI breach raises urgent questions about corporate accountability, criminal liability and the safeguards businesses need when deploying AI agents. ![Arthur Marinis](https://blog.base2services.com/hs-fs/hubfs/Headshots/Untitled-2a.jpg?width=100) Arthur Marinis · 5 Minute Read [AWS devops](https://blog.base2services.com/unlocking-enterprise-knowledge-with-amazon-kendra-and-ai) [AWS](https://blog.base2services.com/tag/aws) [Cloud](https://blog.base2services.com/tag/cloud) [Tech](https://blog.base2services.com/tag/tech) [AI](https://blog.base2services.com/tag/ai) ### [Unlocking Enterprise Knowledge with Amazon Kendra and AI](https://blog.base2services.com/unlocking-enterprise-knowledge-with-amazon-kendra-and-ai) Discover how base2Services used Amazon Kendra and AI to enhance data accessibility, streamline search, and improve productivity across platforms. ![Jared Brook](https://blog.base2services.com/hs-fs/hubfs/Headshots/jared@2x.jpg?width=100) Jared Brook · 4 Minute Read [Automation devops](https://blog.base2services.com/knowing-what-is-running-is-not-the-same-as-knowing-why) [Automation](https://blog.base2services.com/tag/automation) [Tech](https://blog.base2services.com/tag/tech) [AI](https://blog.base2services.com/tag/ai) ### [Knowing What Is Running Is Not the Same as Knowing Why](https://blog.base2services.com/knowing-what-is-running-is-not-the-same-as-knowing-why) Most tools show what is running in AWS. The Infrastructure Lens holds why, your architecture decisions and the intent behind them, and catches drift before it becomes an incident. ![Arthur Marinis](https://blog.base2services.com/hs-fs/hubfs/Headshots/Untitled-2a.jpg?width=100) Arthur Marinis · 5 Minute Read [Security devops](https://blog.base2services.com/ai-tools-are-entering-your-business-faster-than-anyone-can-vet-them) [Security](https://blog.base2services.com/tag/security) [Tech](https://blog.base2services.com/tag/tech) [AI](https://blog.base2services.com/tag/ai) ### [AI Tools Are Entering Your Business Faster Than Anyone Can Vet Them](https://blog.base2services.com/ai-tools-are-entering-your-business-faster-than-anyone-can-vet-them) AI tools are entering businesses faster than anyone can vet them. How poisoned tools and silent updates put company data at risk, and the guardrails that contain it. ![Arthur Marinis](https://blog.base2services.com/hs-fs/hubfs/Headshots/Untitled-2a.jpg?width=100) Arthur Marinis · 8 Minute Read [AWS devops](https://blog.base2services.com/hack-day-teaching-our-tools-to-think-for-themselves) [AWS](https://blog.base2services.com/tag/aws) [AI](https://blog.base2services.com/tag/ai) ### [Hack Day: Teaching Our Tools to Think for Themselves](https://blog.base2services.com/hack-day-teaching-our-tools-to-think-for-themselves) Our latest HackDay explored agent skills, local LLM workflows, new AWS capabilities and practical ways to extend AI tools beyond their default capabilities ![Jared Brook](https://blog.base2services.com/hs-fs/hubfs/Headshots/jared@2x.jpg?width=100) Jared Brook · 5 Minute Read [Security devops](https://blog.base2services.com/teaching-ai-systems-to-respect-the-edges-with-guardrails-accuracy-privacy) [Security](https://blog.base2services.com/tag/security) [Automation](https://blog.base2services.com/tag/automation) [AI](https://blog.base2services.com/tag/ai) ### [Teaching AI Systems to Respect the Edges with Guardrails, Accuracy & Privacy](https://blog.base2services.com/teaching-ai-systems-to-respect-the-edges-with-guardrails-accuracy-privacy) Explore how AI maturity shifts from maximising output to ensuring responsible behaviour, prioritising privacy/compliance for reliable results in regulated sectors. ![Arthur Marinis](https://blog.base2services.com/hs-fs/hubfs/Headshots/Untitled-2a.jpg?width=100) Arthur Marinis · 4 Minute Read [AWS devops](https://blog.base2services.com/hack-day-from-building-ai-to-building-with-ai) [AWS](https://blog.base2services.com/tag/aws) [AI](https://blog.base2services.com/tag/ai) ### [Hack Day: From Building AI to Building With AI](https://blog.base2services.com/hack-day-from-building-ai-to-building-with-ai) 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. ![Jared Brook](https://blog.base2services.com/hs-fs/hubfs/Headshots/jared@2x.jpg?width=100) Jared Brook · 4 Minute Read [Cloud devops](https://blog.base2services.com/the-real-pain-of-building-software-with-ai-in-the-cloud) [Cloud](https://blog.base2services.com/tag/cloud) [AI](https://blog.base2services.com/tag/ai) ### [The Real Pain of Building Software with AI in the Cloud](https://blog.base2services.com/the-real-pain-of-building-software-with-ai-in-the-cloud) Explore the challenges of AI in AWS and cloud software development, and how to make AI production-ready in real environments. ![Aaron Walker](https://blog.base2services.com/hs-fs/hubfs/aaron@2x.jpg?width=100) Aaron Walker · 6 Minute Read [SaaS devops](https://blog.base2services.com/capitalizing-on-australias-ai-strategy) [SaaS](https://blog.base2services.com/tag/saas) [Security](https://blog.base2services.com/tag/security) [AI](https://blog.base2services.com/tag/ai) ### [Capitalizing on Australia's AI Strategy](https://blog.base2services.com/capitalizing-on-australias-ai-strategy) 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. ![Arthur Marinis](https://blog.base2services.com/hs-fs/hubfs/Headshots/Untitled-2a.jpg?width=100) Arthur Marinis · 3 Minute Read [Tech devops](https://blog.base2services.com/system-prompts-for-chatgpt-and-pageai) [Tech](https://blog.base2services.com/tag/tech) [Tools](https://blog.base2services.com/tag/tools) [AI](https://blog.base2services.com/tag/ai) ### [Enhancing AI Interactions with System Prompts for ChatGPT using Page AI](https://blog.base2services.com/system-prompts-for-chatgpt-and-pageai) 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. ![Arthur Marinis](https://blog.base2services.com/hs-fs/hubfs/Headshots/Untitled-2a.jpg?width=100) Arthur Marinis · 15 Minute Read [Cloud-Native devops](https://blog.base2services.com/how-we-use-amazon-bedrock-agentcore-inside-ai-factory) [Cloud-Native](https://blog.base2services.com/tag/cloud-native) [Data](https://blog.base2services.com/tag/data) [AI](https://blog.base2services.com/tag/ai) ### [How we use Amazon Bedrock AgentCore inside AI Factory](https://blog.base2services.com/how-we-use-amazon-bedrock-agentcore-inside-ai-factory) 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. ![Arthur Marinis](https://blog.base2services.com/hs-fs/hubfs/Headshots/Untitled-2a.jpg?width=100) Arthur Marinis · 4 Minute Read [AI devops](https://blog.base2services.com/hack-day-breaking-the-game-and-fixing-it-what-it-taught-us-about-ai-agents) [AI](https://blog.base2services.com/tag/ai) ### [HACK DAY: Breaking the Game (and Fixing It): What it taught us about AI Agents](https://blog.base2services.com/hack-day-breaking-the-game-and-fixing-it-what-it-taught-us-about-ai-agents) 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. ![Jared Brook](https://blog.base2services.com/hs-fs/hubfs/Headshots/jared@2x.jpg?width=100) Jared Brook · 3 Minute Read [Automation devops](https://blog.base2services.com/stop-calling-everything-genai-why-you-need-to-know-the-difference-between-generative-ai-and-agentic-ai) [Automation](https://blog.base2services.com/tag/automation) [AI](https://blog.base2services.com/tag/ai) ### [Stop calling everything “GenAI” - Why you need to know the difference between Generative AI and Agentic AI](https://blog.base2services.com/stop-calling-everything-genai-why-you-need-to-know-the-difference-between-generative-ai-and-agentic-ai) Understand the difference between Generative AI and Agentic AI, how vectors and pipelines power them, and why it matters for startups. ![Arthur Marinis](https://blog.base2services.com/hs-fs/hubfs/Headshots/Untitled-2a.jpg?width=100) Arthur Marinis · 4 Minute Read [AI devops](https://blog.base2services.com/hack-day-unleash-the-power-of-ai-agents-in-your-development-workflow) [AI](https://blog.base2services.com/tag/ai) ### [HACK DAY: Unleash the Power of AI Agents in Your Development Workflow](https://blog.base2services.com/hack-day-unleash-the-power-of-ai-agents-in-your-development-workflow) 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. ![Jared Brook](https://blog.base2services.com/hs-fs/hubfs/Headshots/jared@2x.jpg?width=100) Jared Brook · 5 Minute Read [AI devops](https://blog.base2services.com/hack-day-nba-predictive-modelling-with-xgboost) [AI](https://blog.base2services.com/tag/ai) ### [HACK DAY: NBA Predictive Modelling with XGBoost](https://blog.base2services.com/hack-day-nba-predictive-modelling-with-xgboost) Discover how our global HackDay team built an XGBoost NBA game predictor with 80% accuracy. Explore sports analytics AI solutions at base2Services. ![Jared Brook](https://blog.base2services.com/hs-fs/hubfs/Headshots/jared@2x.jpg?width=100) Jared Brook · 3 Minute Read [DevOps devops](https://blog.base2services.com/why-your-3-a.m.-slack-alert-is-now-a-board-level-liability-and-what-to-do-about-it) [DevOps](https://blog.base2services.com/tag/devops) [Compliance](https://blog.base2services.com/tag/compliance) [AI](https://blog.base2services.com/tag/ai) ### [Why your 3 a.m. Slack alert is now a board-level compliance liability](https://blog.base2services.com/why-your-3-a.m.-slack-alert-is-now-a-board-level-liability-and-what-to-do-about-it) Global cloud compliance with base2Services - AI-driven DevOps automation & incident response meets DORA, SEC, NIS2, CPS 230, ISO 27001. ![Arthur Marinis](https://blog.base2services.com/hs-fs/hubfs/Headshots/Untitled-2a.jpg?width=100) Arthur Marinis · 6 Minute Read [Data devops](https://blog.base2services.com/what-is-graphrag-and-how-does-it-improve-ai) [Data](https://blog.base2services.com/tag/data) [AI](https://blog.base2services.com/tag/ai) ### [What is GraphRAG and How Does it Improve AI?](https://blog.base2services.com/what-is-graphrag-and-how-does-it-improve-ai) GraphRAG enhances AI by using knowledge graphs to improve accuracy, relevance, and understanding of complex information. ![Arthur Marinis](https://blog.base2services.com/hs-fs/hubfs/Headshots/Untitled-2a.jpg?width=100) Arthur Marinis · 4 Minute Read [DevOps devops](https://blog.base2services.com/enhancing-aws-lambda-development-with-amazonq-in-vscode) [DevOps](https://blog.base2services.com/tag/devops) [AWS](https://blog.base2services.com/tag/aws) [Serverless](https://blog.base2services.com/tag/serverless) [Tech](https://blog.base2services.com/tag/tech) [AI](https://blog.base2services.com/tag/ai) ### [Enhancing AWS Lambda Development with AmazonQ in VSCode](https://blog.base2services.com/enhancing-aws-lambda-development-with-amazonq-in-vscode) Enhance AWS Lambda development with AmazonQ in VSCode. Discover its strengths, limitations, and how it can boost your productivity with generative AI. ![Lewis Shobbrook](https://blog.base2services.com/hs-fs/hubfs/lewis.jpg?width=100) Lewis Shobbrook · 4 Minute Read ## Send an enquiry Tell us about your environment, a project in flight or a problem you are trying to solve. - For regulated, SaaS and product teams on AWS - No pitch deck, a practical conversation first Or book a time that suits you [Book a 30-minute chat](https://info.base2services.com/meetings/m-shelton/contact-us) [![base2Services](https://www.base2services.com/images/base2_white.svg)](https://www.base2services.com/) base2Services is an ISO 27001:2022 certified AWS managed services partner, running platform engineering, cloud operations, AI operations and compliance for SaaS companies, ISVs and regulated software teams since 2005. ### Get Started Here - [KickOff](https://www.base2services.com/products/kickoff/) - [Secure Compass](https://www.base2services.com/products/securecompass/) - [Focused AWS Review](https://www.base2services.com/consulting/services/discovery-and-review/) ### Managed Services - [Cloud Management](https://www.base2services.com/cloudmanagement/) - [Platform Engineering](https://www.base2services.com/platform-engineering/) - [Compliance & Risk](https://www.base2services.com/security/) - [DevOps as a Service](https://www.base2services.com/devops/) ### Specialist Engagements - [Prototype to Production](https://www.base2services.com/prototype-to-production/) - [Migration](https://www.base2services.com/consulting/services/cloud-migration/) - [AI Factory](https://www.base2services.com/artificialintelligence/aifactory/) - [Generative AI](https://www.base2services.com/artificialintelligence/generativeai/) - [SaaS CTO](https://www.base2services.com/consulting/services/saas-cto/) ### Toolkit - [Cloud Monitoring](https://www.base2services.com/products/cloud-monitoring-aws/) - [Start/Stop](https://www.base2services.com/products/start-stop-aws/) - [Safe Test Data](https://www.base2services.com/products/safe-test-data/) - [App Configuration](https://www.base2services.com/products/application-config/) - [Secure Access](https://www.base2services.com/products/secure-access-aws/) - [Ask about AWS](https://www.base2services.com/products/ai-access-aws/) - [Resource Documenter](https://www.base2services.com/products/resource-documenter/) ### Company - [About Us](https://www.base2services.com/about/) - [Customers](https://www.base2services.com/customers/) - [How We Work](https://www.base2services.com/how-we-work/) - [Why Choose Us](https://www.base2services.com/how-we-work/why-choose-us/) - [Explore](https://www.base2services.com/community/) - [Blog](https://blog.base2services.com/) - [Videos](https://www.base2services.com/community/videos/) ![ISO 27001 Certified](https://www.base2services.com/images/ISO-27001-certified_white.svg) [![JASANZ Certified](https://www.base2services.com/images/jasanz.svg)](https://register.jas-anz.org/certified-organisations) © base2Services | [Terms & Conditions](https://www.base2services.com/community/terms.html) | [Privacy](https://www.base2services.com/community/privacy.html)