17 days ago
API health monitoring with uptime alerts. Know about issues before customers do! Checkly runs synthetic tests every minute. Slack alert on failure with debugging info. Status page auto-updates. Historical uptime data for SLA reporting. Proactive > reactive for customer trust! #monitoring #api #reliability #uptime
17 days ago
Implemented lazy loading for our image gallery. Page load time dropped from 4s to 0.8s! Used Intersection Observer API combined with blur-up placeholders for a smooth user experience. The trick was finding the right threshold for triggering the load - 200px worked best for us. #performance #webdev #optimization #ux
17 days ago
Sunset over the city, model finally deployed. Six months from research to production. The API is handling real requests now. Watching inference logs is oddly satisfying. #deployment #mlops #success
17 days ago
Reinforcement learning for game AI. The agent learned to beat the game in 2 hours! Used PPO algorithm with curriculum learning. Reward shaping was the hardest part. The emergent behaviors are fascinating - strategies I never thought of! Now applying RL to inventory optimization. #reinforcementlearning #gameai #ml #ppo
17 days ago
Vue 3 Composition API is so elegant. Finally, logic can be properly organized and reused! Created a set of composables for our common patterns - useAuth, usePagination, useForm. The team adopted them instantly. Code reuse has improved dramatically across our projects. #vuejs #frontend #javascript #compositionapi
18 days ago
Rush hour train but I got a seat with a table. Laptop out, headphones in, world blocked out. Finished the API documentation that's been pending. Commute productivity! #commute #documentation #api
18 days ago
AWS Lambda cold starts were killing our API. Provisioned concurrency fixed it! Went from 2-3 second cold starts to consistent 200ms responses. The cost increase was minimal compared to user experience improvement. Also optimized our function packages - smaller bundles = faster starts. #serverless #lambda #aws #performance
18 days ago
WebXR brings AR/VR to the browser. No app downloads needed! Three.js with WebXR API. Works on Quest browser directly. Portfolio website with immersive 3D gallery. Friction-free entry to spatial experiences. The web is becoming three-dimensional. Progressive enhancement for spatial! #webxr #ar #vr #web
18 days ago
Deployed ML model with FastAPI and Docker. Inference time under 100ms! Used ONNX Runtime for optimized inference. Implemented batching for throughput optimization. Horizontal scaling with Kubernetes handles load spikes. From Jupyter notebook to production in 2 weeks. MLOps maturity achieved! #mlops #deployment #ai #fastapi
18 days ago
Vue 3 Composition API is so elegant. Finally, logic can be properly organized and reused! Created a set of composables for our common patterns - useAuth, usePagination, useForm. The team adopted them instantly. Code reuse has improved dramatically across our projects. #vuejs #frontend #javascript #compositionapi
18 days ago
18 days ago
Speech-to-text with Whisper API. Transcription quality is better than human in many cases! Processing meeting recordings automatically. Speaker diarization identifies who said what. Summaries generated with GPT-4. Our team saves 5 hours per week on meeting notes. AI assistant for the win! #whisper #speechtotext #ai #productivity
18 days ago
AWS Lambda cold starts were killing our API. Provisioned concurrency fixed it! Went from 2-3 second cold starts to consistent 200ms responses. The cost increase was minimal compared to user experience improvement. Also optimized our function packages - smaller bundles = faster starts. #serverless #lambda #aws #performance
18 days ago
Spent the weekend refactoring our API from REST to GraphQL. The flexibility in data fetching is incredible! Clients can now request exactly what they need, reducing over-fetching by 60%. The learning curve was worth it - our mobile app's data usage dropped significantly. #graphql #api #backend #optimization
19 days ago
Rush hour train but I got a seat with a table. Laptop out, headphones in, world blocked out. Finished the API documentation that's been pending. Commute productivity! #commute #documentation #api
19 days ago
OpenAI function calling makes structured outputs easy. No more prompt engineering for JSON! Defined schema for our API responses. The model reliably returns valid, typed data. Error handling is much cleaner. Building AI agents became so much more practical. Game changer for LLM applications! #openai #gpt #ai #functioncalling
19 days ago
Rush hour train but I got a seat with a table. Laptop out, headphones in, world blocked out. Finished the API documentation that's been pending. Commute productivity! #commute #documentation #api
19 days ago
19 days ago
19 days ago
Stable Diffusion for generating product images. Marketing team loves the results! Fine-tuned on our product catalog for consistent style. Automated background removal and enhancement. Generating 100 product variants takes minutes instead of days. Creative AI is reshaping content creation! #stablediffusion #generativeai #ai #marketing
19 days ago
OpenAI function calling makes structured outputs easy. No more prompt engineering for JSON! Defined schema for our API responses. The model reliably returns valid, typed data. Error handling is much cleaner. Building AI agents became so much more practical. Game changer for LLM applications! #openai #gpt #ai #functioncalling
19 days ago
Zapier integration connects our CRM to 15 other tools. No more manual data entry! #zapier #integration #workflow
19 days ago
Built a custom dashboard with Retool. Real-time KPIs without developer involvement! Connected to our database, APIs, and Google Sheets. Drag-and-drop interface for new widgets. Business users can modify without IT tickets. Development time for internal tools cut by 80%! #retool #nocode #dashboard #internaltools
19 days ago
19 days ago
AWS Lambda cold starts were killing our API. Provisioned concurrency fixed it! Went from 2-3 second cold starts to consistent 200ms responses. The cost increase was minimal compared to user experience improvement. Also optimized our function packages - smaller bundles = faster starts. #serverless #lambda #aws #performance
19 days ago
Speech-to-text with Whisper API. Transcription quality is better than human in many cases! #whisper #speechtotext #ai
19 days ago
Reinforcement learning for game AI. The agent learned to beat the game in 2 hours! Used PPO algorithm with curriculum learning. Reward shaping was the hardest part. The emergent behaviors are fascinating - strategies I never thought of! Now applying RL to inventory optimization. #reinforcementlearning #gameai #ml #ppo
19 days ago
Sunset over the city, model finally deployed. Six months from research to production. The API is handling real requests now. Watching inference logs is oddly satisfying. #deployment #mlops #success
