https://adaas.org/blog/index.htmlField notes, research and insights from ADAAS.enMon, 18 May 2026 00:00:00 GMThttps://adaas.org/blog/b-024-ai-healthcare-regulated-systems/https://adaas.org/blog/b-024-ai-healthcare-regulated-systems/Mon, 18 May 2026 00:00:00 GMTHealthcare & RegulationHealthcare regulation requires traceability from clinical requirement to validated implementation. AI code generation breaks this chain by default.https://adaas.org/blog/b-023-ai-code-generation-fintech-compliance/https://adaas.org/blog/b-023-ai-code-generation-fintech-compliance/Mon, 04 May 2026 00:00:00 GMTFintech & ComplianceFinancial regulation assumes a human author behind every change. AI generation challenges that assumption — here is how to keep the audit trail intact.https://adaas.org/blog/b-022-ais-vs-structurizr-c4-ardoq/https://adaas.org/blog/b-022-ais-vs-structurizr-c4-ardoq/Wed, 04 Feb 2026 00:00:00 GMTComparisonFor the architects already invested in C4, Structurizr, ArchiMate, Ardoq, or LeanIX, the natural question is: "How is AIS different from what I already use?" The honest answer is that AIS belongs to a different category, and once you see the distinction, the comparison stops being about features and starts being about what architecture is structurally for .https://adaas.org/blog/b-021-ais-vs-cursor-copilot-devin/https://adaas.org/blog/b-021-ais-vs-cursor-copilot-devin/Thu, 29 Jan 2026 00:00:00 GMTComparison"Isn't this just another Cursor?" is the question we get most often when explaining AIS. It is not, and understanding why requires being precise about what each category of tool actually does. AI coding tools and architecture tools solve different problems: AIS sits one layer up, governing the architecture that coding tools implement against. Confusing the two layers is the most common mistake engineering leaders make when evaluating their AI tooling stack.https://adaas.org/blog/b-020-a-concept-runtime-composition/https://adaas.org/blog/b-020-a-concept-runtime-composition/Fri, 23 Jan 2026 00:00:00 GMTA-ConceptFor three decades, object-oriented design taught us that entities own their behavior. A User class has a save method. A Repository knows how to persist. This assumption produced clean code in single-process applications and chaos in distributed ones. A-Concept inverts the model, and the inversion changes what kinds of systems become possible.https://adaas.org/blog/b-019-ais-studio-architect-workstation/https://adaas.org/blog/b-019-ais-studio-architect-workstation/Sat, 17 Jan 2026 00:00:00 GMTAIS StudioDevelopers got Cursor and Copilot. Architects got the same diagram tools they had a decade ago: useful for documentation, but built for a different job than the one that matters most when AI is generating the code. AIS Studio is the workstation built for the work architects are now being asked to do.https://adaas.org/blog/b-018-executable-architecture-explained/https://adaas.org/blog/b-018-executable-architecture-explained/Sun, 11 Jan 2026 00:00:00 GMTExecutable ArchitectureSoftware architecture has lived in slides, diagrams, and wiki pages for thirty years. That arrangement worked when implementation was slow enough for humans to keep documentation roughly aligned with reality. With AI accelerating implementation by an order of magnitude, the gap between what is documented and what is running has become structural. The fix is not better documentation. It is treating architecture as an executable artifact.https://adaas.org/blog/b-017-ai-made-implementation-cheap/https://adaas.org/blog/b-017-ai-made-implementation-cheap/Mon, 05 Jan 2026 00:00:00 GMTAI Era ArchitectureFor three decades, engineering organizations optimized for one thing: producing more code, faster. Every methodology, every framework, every tool was built to reduce the cost of implementation. AI didn't just reduce that cost; it collapsed it. And in doing so, it quietly inverted the most important strategic equation in software engineering.https://adaas.org/blog/b-016-architecture-drift-ai-era/https://adaas.org/blog/b-016-architecture-drift-ai-era/Tue, 30 Dec 2025 00:00:00 GMTAI Era ArchitectureArchitecture drift is not a new problem. Engineering organizations have been losing the alignment between their documented architecture and their running system for as long as software has existed. What is new is the speed. With AI-assisted development, the gap that used to take a year to open now opens in a sprint. Here is why, and what serious engineering teams are doing about it.https://adaas.org/blog/b-015-source-of-truth-ai-era/https://adaas.org/blog/b-015-source-of-truth-ai-era/Wed, 24 Dec 2025 00:00:00 GMTAI Era ArchitectureFor thirty years, code was the source of truth in software engineering. Requirements drifted, documentation drifted, diagrams drifted, but the code was real. It ran. It was the artifact everything else was measured against. AI just broke that assumption. And every CTO needs to have an answer for what replaces it.https://adaas.org/blog/b-014-auxta-player-segmentation-gaming/https://adaas.org/blog/b-014-auxta-player-segmentation-gaming/Thu, 18 Dec 2025 00:00:00 GMTCase StudyMost gaming studios have a segmentation problem they don't know they have. Not because they lack data — but because the way they classify players was never designed to drive decisions at the speed gameplay actually moves. This is a detailed examination of where that revenue leaks, why traditional approaches can't fix it, and what real-time behavioral classification with Auxta DB looks like in practice.https://adaas.org/blog/b-013-ai-sdlc-with-a-concept/https://adaas.org/blog/b-013-ai-sdlc-with-a-concept/Fri, 12 Dec 2025 00:00:00 GMTA-ConceptThe way software is built is changing faster than the processes used to manage it. AI is no longer a productivity add-on — it is becoming a delivery participant. This article examines what that shift actually requires from architecture, from process, and from the people who run both.https://adaas.org/blog/b-012-a-concept-in-action/https://adaas.org/blog/b-012-a-concept-in-action/Sat, 06 Dec 2025 00:00:00 GMTA-ConceptMicroservice architectures solve the scaling problem and immediately introduce five others. A-Concept was designed with distributed systems as a first-class concern — not as an afterthought. This is a technical examination of how its primitives address the hardest structural problems in modern microservice development.https://adaas.org/blog/b-011-a-concept-introduction/https://adaas.org/blog/b-011-a-concept-introduction/Sun, 30 Nov 2025 00:00:00 GMTA-ConceptTwo years of research, millions of lines of tested code, and one clear conclusion: the frameworks engineering teams rely on today were never designed for a world where AI writes half the software. A-Concept was.https://adaas.org/blog/b-010-digital-sdlc/https://adaas.org/blog/b-010-digital-sdlc/Mon, 24 Nov 2025 00:00:00 GMTMethodologyDiscover the transformative power of Digital SDLC: Streamline software development, enhance documentation, and boost team performance with AI-driven tools.https://adaas.org/blog/b-008-building-a-question-answer-ai-tool-do-you-need-to-train-your-own-model/https://adaas.org/blog/b-008-building-a-question-answer-ai-tool-do-you-need-to-train-your-own-model/Wed, 12 Nov 2025 00:00:00 GMTAI EngineeringDiscover the process of building a question-answer AI tool and explore whether training your own model is necessary. Learn about pre-trained models, data collection, fine-tuning, and evaluate the trade-offs to make an informed decision.https://adaas.org/blog/b-007-the-importance-of-software-documentation-for-mvp-what-you-need-and-why/https://adaas.org/blog/b-007-the-importance-of-software-documentation-for-mvp-what-you-need-and-why/Thu, 06 Nov 2025 00:00:00 GMTDocumentationDiscover the significance of software documentation for Minimum Viable Products (MVPs) and the essential documents to focus on. Learn how documentation can protect your business, attract investors, and align expectations with software development vendors. Explore the key documents, including SRS, architecture documentation, team structure, and usage scenarios, that will ensure clarity and facilitate effective collaboration.https://adaas.org/blog/b-006-the-impact-of-documentation-on-product-price-assessments-and-due-diligence/https://adaas.org/blog/b-006-the-impact-of-documentation-on-product-price-assessments-and-due-diligence/Fri, 31 Oct 2025 00:00:00 GMTDue DiligenceLearn how documentation influences product price during assessments and due diligence. Comprehensive and well-structured documentation boosts transparency, reduces risks, and enhances buyer confidence, leading to potentially higher valuation and smoother transactions. Discover the key aspects of documentation that impact product price and ensure you're prepared to showcase the value of your product.https://adaas.org/blog/b-005-maximizing-efficiency-and-cost-savings-in-software-product-development/https://adaas.org/blog/b-005-maximizing-efficiency-and-cost-savings-in-software-product-development/Sat, 25 Oct 2025 00:00:00 GMTDeliveryDiscover practical strategies to optimize software development processes, save time, and reduce costs. This article highlights key areas where improvements can be made, including team dynamics, effective communication, documentation practices, and managing scope creep.https://adaas.org/blog/b-004-empower-smal-businesses-with-llm/https://adaas.org/blog/b-004-empower-smal-businesses-with-llm/Sun, 19 Oct 2025 00:00:00 GMTAI EngineeringDiscover the myriad possibilities that AI brings to your small business. Explore the usage scenarios of AI Language Models (LLMs) and learn how they can revolutionize marketing, advertising, customer satisfaction, support, and internal tools. Start harnessing the potential of AI today.