- Today felt more like testing tools than writing code, but it’s all part of leveling up the workflow.

- Also dove into AI Developer Roadmap on roadmap.sh, exploring a few new AI-related terms and concepts.
- Feels like a good mix of sharpening both my Node.js fundamentalsand AI curiosity today.

- Wrapped up the day listening to some flute music — perfect chill-down after a tech-heavy week.

- Honestly, Facebook’s developer docs can be a maze at times — but once you get used to their structure, it starts making sense.
- plan out an actual integration flow (auth, data fetch, and posting) to test everything end-to-end.

- I’m wrestling with the question — how do large codebases scale without turning into a developer’s headache? I’ve read about microservices, but honestly, the complexity feels like a double-edged sword.

#100DaysOfCode #Backend #Scalability #MongoDB

- Guarding against malicious dependency injections(supply chain attacks, not DI as a feature). Things like checking package integrity, monitoring dependencies, and using tools like `npm audit`, Snyk, Dependabot.

#100DaysOfCode #Backend #WebSecurity

- Debugging frontend feels like taking a walk after heavy backend lifting — lighter, but it teaches you the hidden power of small details.

#Frontend #Accessibility #SemanticHTML

- OAuth flows feel like a puzzle with hidden traps but once it clicks, it’s super rewarding. File handling in Node, on the other hand, is like plumbing — boring until you realize a leak (bad strategy) can flood your whole app.

#NodeJS #OAuth2 #XAPI #Multer #BuildInPublic

- Both OAuth flows and AI behaviors remind me that docs only get you halfway — real understanding comes from breaking and fixing things yourself.

- Worked on an **AI Foundry project**, diving into why AI models **hallucinate** or **ghost** during long, context-heavy conversations. Super eye-opening to trace the patterns behind these quirks.

#NodeJS #TwitterAPI #OAuth #AI #LLM #BuildInPublic

- It’s fascinating how a math concept can be the backbone of "understanding" in AI. Makes me realize how deep the math-AI connection really runs.

#AI #LLM #MachineLearning #MathInAI #BuildInPublic

- The workflow isn’t too far off from GitHub, just a matter of getting used to the GitLab way of doing things. I’ll keep digging into it tomorrow.

#WebDev #GitLab #OpenSource #100Devs #LearnInPublic #BuildInPublic