{R}R Dev Notes

Found total of 7 articles.

The Engineering of Intent, Chapter 24: The Failure Mode Catalog

Chapter 24 of The Engineering of Intent blog series. Fifteen named failure modes I keep seeing in Vibe Coding practice, with remedies. A teaser on phantom confidence, silent scope creep, context amnesia, loop obsession, the yes-person agent, and the deprecation blind spot.

2026-05-10

The Engineering of Intent, Chapter 23: Context Pack Recipes

Chapter 23 of The Engineering of Intent blog series. Twelve Context Pack recipes for the situations you actually build packs for — greenfield, legacy monolith, migration, microservices, security, debugging, refactor, and more. A teaser on size budgets, disciplined exclusions, and the kitchen-sink reflex that drowns agents.

2026-05-09

The Engineering of Intent, Chapter 22: A Day in the Life — A Narrated Session

Chapter 22 of The Engineering of Intent blog series. A narrated recreation of a real, medium-complex working day — hour by hour — because average days are where practice gets tested. A teaser of the hourly shape, and the single rule behind all of it: agents are leverage on thinking you've done.

2026-05-08

Chapter 18: Claims Design and Privacy — Identity Data Without Overshare

Chapter 18 of the OpenID: Modern Identity series — designing custom claims with namespacing and size discipline, attribute mapping across providers into a single internal schema, and privacy by design through minimization, selective disclosure, pairwise identifiers, and GDPR-ready retention.

2026-03-24

Chapter 11: MFA and Conditional Access — Dispersing Authentication Risk

Chapter 11 of the OpenID: Modern Identity series — MFA fundamentals across the three factor categories, risk-based adaptive authentication, and step-up authentication using the OIDC acr and amr claims to match assurance to operation sensitivity.

2026-03-17

Art of Coding, Chapter 10: Anti-Patterns to Avoid

Anti-patterns are the structural traps that silently erode codebases. Learning to recognize them early is one of the most valuable skills a developer can have.

2026-01-05

Numerical Linear Algebra: Understanding Matrices and Vectors Through Computation

Learn how linear algebra actually works inside real computers. A practical guide to LU, QR, SVD, stability, conditioning, and the numerical foundations behind modern AI and machine learning.

2025-09-01

Search Logs

Hello World bot 1055 Deploy Teams bot to Azure 1005 IT assistant bot 987 Microsoft Bot Framework 957 Teams bot development 892 Azure CLI webapp deploy 888 Teams production bot 875 Bot Framework Adaptive Card 866 bot for sprint updates 860 Microsoft Teams Task Modules 858 Adaptive Card Action.Submit 854 Teams app zip 849 Zendesk Teams integration 846 Bot Framework example 845 C 843 Microsoft Graph 841 Task Modules 839 Graph API token 835 Bot Framework proactive messaging 832 Teams chatbot 832 Teams bot tutorial 831 Teams bot packaging 830 Bot Framework CLI 822 Adaptive Cards 819 Azure Bot Services 812 Azure App Service bot 811 Bot Framework prompts 809 Azure bot registration 804 ServiceNow bot 793 proactive messages 760

Development & Technical Consulting

Working on a new product or exploring a technical idea? We help teams with system design, architecture reviews, requirements definition, proof-of-concept development, and full implementation. Whether you need a quick technical assessment or end-to-end support, feel free to reach out.