17 days ago
Trained a recommendation system using collaborative filtering. User engagement up 35%! Combined with content-based filtering for cold start problem. A/B tested for 2 weeks before full rollout. The 'Recommended for You' section now drives 25% of all purchases. Data-driven personalization works! #machinelearning #recommender #ai #personalization
17 days ago
Stuck in traffic, brainstorming prompt engineering strategies. The LLM is powerful but needs guidance. Few-shot examples might be the key. Mental problem-solving during commute! #llm #promptengineering #thinking
17 days ago
Just migrated our entire infrastructure to AWS. The cost savings with reserved instances are incredible! #aws #cloud #infrastructure
17 days ago
Bluetooth Low Energy beacon project. Asset tracking for the workshop! ESP32 devices scan for beacons continuously. Position triangulation from signal strength. Dashboard shows last known location of tools. No more searching for the multimeter. Simple solution to annoying problem! #ble #bluetooth #tracking #esp32
17 days ago
Explored blockchain for supply chain tracking. Immutable records = complete transparency! Hyperledger Fabric for private enterprise chain. Each handoff recorded with timestamp and location. Counterfeit detection improved dramatically. Consumers can verify product authenticity. Trust through technology! #blockchain #supplychain #web3 #transparency
17 days ago
Kubernetes secrets management with HashiCorp Vault. No more secrets in environment variables! Dynamic secrets with automatic rotation. AWS IAM authentication for pods. The External Secrets Operator syncs Vault secrets to K8s. Audit logs show who accessed what and when. Security team approved! #vault #security #kubernetes #secrets
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
Unity3D VR project: Virtual museum tour. Art accessible to everyone, everywhere! High-resolution texture streaming for artwork. Spatial audio for ambient atmosphere. Teleportation locomotion to prevent motion sickness. Partnership with three museums for content. Democratizing access to culture! #unity3d #vr #museum #accessibility
18 days ago
Raspberry Pi 5 arrived! Setting up a home media server with Jellyfin. The performance is incredible! #raspberrypi #homeserver #diy
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
Terraform tip: Always use modules for reusable infrastructure. Our deployment time dropped by 60%! Created modules for common patterns - VPC, EKS cluster, RDS. New environments can be spun up in 15 minutes instead of days. State management with S3 backend and DynamoDB locking is rock solid. #terraform #iac #devops #automation
18 days ago
DAO governance experiment. Decentralized decision-making in action! Created governance token with voting rights. Snapshot for gas-free voting. Discourse forum for proposals discussion. Treasury managed by multisig. 500 members participating actively. Organizations without hierarchy are possible! #dao #governance #web3 #decentralized
18 days ago
Airtable + Make.com = custom CRM without the enterprise price tag. Perfect for startups! Relational data model handles complex sales processes. Automations trigger on status changes. Interfaces for different team views. Scaled from 0 to 1000 customers on this stack. Simplicity wins! #airtable #make #lowcode #startup
18 days ago
Working from a cabin in the mountains this week. The silence is incredible for concentration. Refactored our entire error handling system. Nature retreat = productivity boost. #remotework #nature #refactoring
18 days ago
Unity3D VR project: Virtual museum tour. Art accessible to everyone, everywhere! High-resolution texture streaming for artwork. Spatial audio for ambient atmosphere. Teleportation locomotion to prevent motion sickness. Partnership with three museums for content. Democratizing access to culture! #unity3d #vr #museum #accessibility
18 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
18 days ago
Dawn in the workshop, night before the project deadline. The firmware is stable, enclosure is sealed. Ready to present the prototype. Coffee-powered all-nighter success! #prototype #deadline #coffee
18 days ago
18 days ago
Docker Compose for local development, Kubernetes for production. Best of both worlds! The key was making the configs as similar as possible. Environment variables bridge the gap. Developers can run the full stack locally with one command. Onboarding new team members is now a breeze! #docker #kubernetes #devops #development
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
Office whiteboard session planning our new component library. The team decided on atomic design principles. Small, reusable pieces that compose into complex UIs. Documentation will be key for adoption. #frontend #designsystem #teamwork
18 days ago
Office whiteboard session planning our new component library. The team decided on atomic design principles. Small, reusable pieces that compose into complex UIs. Documentation will be key for adoption. #frontend #designsystem #teamwork
18 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
18 days ago
Automated backup verification. Sleep better knowing your data is safe! Script restores backup to test environment nightly. Runs integrity checks on critical tables. Alerts if anything fails. Annual audit passed easily with verification logs. Trust but verify, automatically! #backup #automation #reliability #dataprotection
18 days ago
Implemented AI-powered code review. Catches bugs before they reach production! Fine-tuned CodeLlama on our codebase patterns. Integrates with GitHub PR workflow. Already caught 3 security vulnerabilities and 12 performance issues. The ROI is incredible - bugs in production are expensive! #ai #codereview #automation #devtools
18 days ago
Stuck in traffic, brainstorming prompt engineering strategies. The LLM is powerful but needs guidance. Few-shot examples might be the key. Mental problem-solving during commute! #llm #promptengineering #thinking
18 days ago
Unreal Engine 5 Nanite technology is incredible. Photorealistic graphics in real-time! #unrealengine #graphics #gamedev
18 days ago
Office whiteboard session planning our new component library. The team decided on atomic design principles. Small, reusable pieces that compose into complex UIs. Documentation will be key for adoption. #frontend #designsystem #teamwork
18 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
