17 days ago
PyTorch Lightning makes training so much cleaner. No more boilerplate code! Automatic mixed precision training cut GPU memory usage in half. Built-in logging to TensorBoard and Weights & Biases. Distributed training across 4 GPUs with one flag change. Highly recommend for any serious ML project! #pytorch #deeplearning #ml #training
18 days ago
Form submission to database to notification - fully automated pipeline! Typeform collects data beautifully. Webhook triggers Make.com scenario. Data validated and stored in Supabase. Team notified in relevant Slack channel. End-to-end in 30 seconds, zero manual steps! #workflow #automation #nocode #pipeline
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
Spatial audio in VR makes presence so much more convincing. Sound design matters! Implemented HRTF for 3D positioning. Audio occlusion behind virtual walls. Distance-based attenuation. The brain is fooled more by audio than visuals sometimes. VR developers: don't neglect sound! #spatialaudio #vr #immersion #gamedev
18 days ago
CloudFront CDN reduced our bandwidth costs by 40%. Cache invalidation is the only hard part! Set up origin shield to reduce load on our servers. Custom cache policies per content type. The edge locations make a huge difference for global users. Just remember: there are only two hard things in CS... #cdn #cloudfront #aws #performance
18 days ago
19 days ago
VPC peering between our staging and production accounts. Network isolation done right! Each environment has its own AWS account. Transit Gateway connects them when needed. Security groups are locked down to specific CIDR blocks. The network diagram finally makes sense to auditors! #aws #vpc #security #networking
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
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
19 days ago
Makerspace meeting tonight. Showing off the LED matrix project. Community feedback is invaluable. Someone suggested using FastLED library - game changer! Collaboration makes better makers. #makerspace #community #led
19 days ago
19 days ago
Spatial audio in VR makes presence so much more convincing. Sound design matters! Implemented HRTF for 3D positioning. Audio occlusion behind virtual walls. Distance-based attenuation. The brain is fooled more by audio than visuals sometimes. VR developers: don't neglect sound! #spatialaudio #vr #immersion #gamedev
19 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
19 days ago
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
3D printed enclosure for my sensor node. Fusion 360 + PETG = weather-resistant housing! Designed with proper ventilation for accurate readings. Cable glands for waterproofing. Mounting brackets included. From idea to physical object in a day. 3D printing is essential for makers! #3dprinting #enclosure #maker #fusion360
20 days ago
PyTorch Lightning makes training so much cleaner. No more boilerplate code! Automatic mixed precision training cut GPU memory usage in half. Built-in logging to TensorBoard and Weights & Biases. Distributed training across 4 GPUs with one flag change. Highly recommend for any serious ML project! #pytorch #deeplearning #ml #training
20 days ago
VPC peering between our staging and production accounts. Network isolation done right! Each environment has its own AWS account. Transit Gateway connects them when needed. Security groups are locked down to specific CIDR blocks. The network diagram finally makes sense to auditors! #aws #vpc #security #networking
20 days ago
Maker lab, building a haptic feedback prototype. Touch in VR changes everything. The sensation of virtual objects becoming tangible. Hardware meets software meets sensation! #haptics #vr #prototype
20 days ago
Basement lab organization day. Labeled bins for every component type. ESP32s here, sensors there, passives in drawers. Order enables creativity. Clean workspace, clear mind! #organization #lab #maker
20 days ago
ESPHome makes ESP32 programming so easy. YAML configuration instead of C++! Added a new sensor in 5 minutes. OTA updates from Home Assistant. The integration is seamless. Perfect for non-programmers who want smart devices. Converted 3 friends to the ESPHome way! #esphome #esp32 #homeautomation #yaml
20 days ago
Basement lab organization day. Labeled bins for every component type. ESP32s here, sensors there, passives in drawers. Order enables creativity. Clean workspace, clear mind! #organization #lab #maker
20 days ago
20 days ago
Form submission to database to notification - fully automated pipeline! Typeform collects data beautifully. Webhook triggers Make.com scenario. Data validated and stored in Supabase. Team notified in relevant Slack channel. End-to-end in 30 seconds, zero manual steps! #workflow #automation #nocode #pipeline
20 days ago
Spatial audio in VR makes presence so much more convincing. Sound design matters! Implemented HRTF for 3D positioning. Audio occlusion behind virtual walls. Distance-based attenuation. The brain is fooled more by audio than visuals sometimes. VR developers: don't neglect sound! #spatialaudio #vr #immersion #gamedev
20 days ago
3D printed enclosure for my sensor node. Fusion 360 + PETG = weather-resistant housing! #3dprinting #enclosure #maker
20 days ago
Just finished building a responsive dashboard with React and Tailwind CSS. The component architecture makes maintenance so much easier! What I love most is how the utility-first approach keeps the styles co-located with the markup. No more hunting through CSS files! #react #tailwindcss #webdev #frontend
21 days ago
CloudFront CDN reduced our bandwidth costs by 40%. Cache invalidation is the only hard part! Set up origin shield to reduce load on our servers. Custom cache policies per content type. The edge locations make a huge difference for global users. Just remember: there are only two hard things in CS... #cdn #cloudfront #aws #performance
