Jeff Bailey

𝘓𝘦𝘢𝘳𝘯𝘪𝘯𝘨 𝘳𝘦𝘴𝘰𝘶𝘳𝘤𝘦𝘴, 𝘰𝘱𝘪𝘯𝘪𝘰𝘯𝘴, 𝘢𝘯𝘥 𝘧𝘢𝘤𝘵𝘴 𝘢𝘣𝘰𝘶𝘵 𝘵𝘦𝘤𝘩𝘯𝘰𝘭𝘰𝘨𝘺. 𝘋𝘢𝘵𝘢 𝘪𝘴 𝘮𝘺 𝘥𝘳𝘶𝘨. 💊 𝐁𝐥𝐨𝐠: jeffbailey.us vero.co/jeffabailey linkedin.com/in/jeffabailey instagram.com/jeffbaileyblog

Your architecture diagram lies. Your traffic patterns tell the truth. Learn about real system behavior vs intent. jeffbailey.us/blog/2026/04/0… #DevOps #CloudNative #Microservices #SoftwareArchitecture #DistributedSystems

The PR Cycle time is 🐢 💀. #OpenSource #OSS #Software #Technology #Programming #SoftwareDevelopment #Coding #SoftwareEngineering

Your self-healing system is quietly failing in the background. Learn about false confidence, when to automate, and when not to automate with software. jeffbailey.us/blog/2026/04/0… #SoftwareEngineering #DevOps #Automation #CICD #InfrastructureAsCode

Are we in a tech bubble? How much investment money is being thrown around lately? jeffbailey.us/blog/2026/04/0… #GenAi #AI #Software #Technology #Programming #SoftwareDevelopment #Coding #SoftwareEngineering

Adding threads like it’s a Marvel multiverse doesn’t make your app faster. Learn when you've reached peak over-parallelization. jeffbailey.us/blog/2026/04/0… #SoftwareEngineering #DistributedSystems #BackendEngineering #SystemDesign #Concurrency #Parallelism #AsyncProgramming

Software integration is plug-and-play until it turns into a group chat from hell. Discover hidden complexities in system integrations and how to manage them. jeffbailey.us/blog/2026/03/3… #Software #System #Integration #Programming #SoftwareDevelopment #SoftwareEngineering

Will agent clusters running agent clusters eat the whole? #GenAI #AI #Agents #Software #Technology #Programming #SoftwareDevelopment #Coding #SoftwareEngineering

Programming in C is like juggling knives. Rust is the friend who quietly takes half the knives away. Learn how Rust prevents memory bugs while providing low-level control. jeffbailey.us/blog/2026/03/1… #Rust #Software #SoftwareEngineering

𝙏𝙝𝙚 𝙖𝙣𝙣𝙤𝙮𝙞𝙣𝙜 𝙢𝙖𝙜𝙞𝙘 𝙥𝙖𝙨𝙨𝙬𝙤𝙧𝙙 𝙮𝙤𝙪 𝙚𝙣𝙩𝙚𝙧𝙚𝙙 𝙞𝙨 𝙞𝙣𝙘𝙤𝙧𝙧𝙚𝙘𝙩 ⛔️ jeffbailey.us/blog/2026/03/2… #Auth #Incorrect #Software #Application #Tools #Web #Desktop #Computer

The new "compiling". Inspired by: xkcd.com/303/ #Compiling #Vibing #GPT #AI #GenAI #Software #Technology #Programming #SoftwareDevelopment #Coding #SoftwareEngineering

A tale as old as time. #AI #GenAI #Chat #God

Learn how to stay ahead of your AI agent's desire to consume every hardware resource on the planet in the cloud! jeffbailey.us/blog/2026/03/1… #FinOps #Cloud #Software #Technology #Programming #SoftwareDevelopment #Coding #SoftwareEngineering

Good architecture starts with a mental model, not a chat portal. Learn a clear conceptual model for designing systems in Azure without Clippy's help. jeffbailey.us/blog/2026/03/0… #Azure #Cloud #Software #Technology #Programming #SoftwareDevelopment #Coding #SoftwareEngineering

The most valuable AWS skill is knowing how the pieces fit together. Learn the platform's core structure to prevent relying entirely on Kilo Code's guessing superpowers. jeffbailey.us/blog/2026/03/0… #AWS #Cloud #Software #Programming #SoftwareDevelopment #SoftwareEngineering

Do we want to keep the "science" in Computer Science, or is Wish-Driven Development the future with LLM churches and worshippers bowing down before their non-deterministic gods? #AI #GenAI #LLMs #Software #Technology #Programming #SoftwareDevelopment #SoftwareEngineering

You didn’t build a product. You built a haunted house that your future self has to live in. Learn how technical debt traps teams and how to escape it. jeffbailey.us/blog/2026/02/2… #CodeQuality #Software #SoftwareDev #Technology #Programming #SoftwareDevelopment #SoftwareEngineering

Your pull request is about to get roasted by nine specialists simultaneously. Learn what they are, why they work, and how they fit together. jeffbailey.us/blog/2026/02/2… #GenAI #Skills #Software #Technology #Programming #SoftwareDevelopment #Coding #SoftwareEngineering

Social graphs, recommendation engines, fraud detection, dependency maps. The common thread: relationships are the data. Learn when graph databases shine and how relationship-first storage can simplify. jeffbailey.us/blog/2026/02/1… #Graphs #GraphDatabase #Database #Software

What if tests didn't need to be written or maintained by humans? JIT catching test generation; LLMs create and run tests per PR to catch bugs before they escape. jeffbailey.us/blog/2026/02/1… #Software #Programming #SoftwareDevelopment #SoftwareEngineering

Is Aspirational CTO better? Working on the margins. #FractionalCTO #CTO #Margarine