I ve been working on some AI projects recently things like scheduled agents, API responders, and multi-agent systems that need to run continuously. One of the biggest headaches I ve run into is deployment.
Most cloud platforms (AWS, GCP, etc.) are built for stateless apps or short-lived functions. But for long-running, stateful agents, the kind that need to persist data, auto-recover from crashes, and expose custom endpoints it gets surprisingly messy. I ve spent so much time setting up VMs, Docker configs, and recovery logic than actually writing agent behavior logic.
I m talking about that weird shortcut, underrated browser extension, a script you wrote once and now can t live without No matter how small or niche, share it I m genuinely curious, and I bet a lot of us will end up discovering something super useful today.
This was at a previous company, selling B2B SaaS infrastructure. We had strong early traction, a few marquis accounts and constant user feedback. One theme kept popping up: people loved the idea and related to the need but when they tried to use the product in certain ways, it didn't easily do what it was supposed to.
I want to hit an api with some text and get a "likekyhood of ai generated" score. does this exist already? I would expect to have to pay which is fine!
I was inspired by @chrismessina to build my own Raycast extensions after he released his own! I have been using Raycast a lot more thanks to a gentle nudge from @jakecrump (and @Raycast's latest AI releases), so I knew I wanted to build my own Raycast extension at some point.
There was a lot of news about Cyberpunk for Mac released and I wanted to search if there was a deal for it on PC. I instinctively went to search Raycast .but it wasn t there. So my extension idea was born!
My goal was simple: make it easier to hunt for video game deals right from the Raycast command bar. What followed was a rapid journey of prototyping, debugging, and learning. I m excited to share what I learned and hope it will encourage more makers to ship their ideas. You can view my IsThereAnyDeal (ITAD) Extension on GitHub here! I will launch it when it's approved on the Raycast store :) I'll publish a more in-depth, nerdy guide later. But for now...here's my experience building a Raycast Extension!
I was inspired by @chrismessina to build my own Raycast extensions after he released his own! I have been using Raycast a lot more thanks to a gentle nudge from @jakecrump (and @Raycast's latest AI releases), so I knew I wanted to build my own Raycast extension at some point.
There was a lot of news about Cyberpunk for Mac released and I wanted to search if there was a deal for it on PC. I instinctively went to search Raycast .but it wasn t there. So my extension idea was born!
My goal was simple: make it easier to hunt for video game deals right from the Raycast command bar. What followed was a rapid journey of prototyping, debugging, and learning. I m excited to share what I learned and hope it will encourage more makers to ship their ideas. You can view my IsThereAnyDeal (ITAD) Extension on GitHub here! I will launch it when it's approved on the Raycast store :) I'll publish a more in-depth, nerdy guide later. But for now...here's my experience building a Raycast Extension!
I've been experimenting with different approaches to customer outreach for my SaaS, and I'm curious what's working for others.
My current challenge: Balancing automation with authentic relationship building. I've tried tools like Waalaxy for LinkedIn outreach (fast but feels spammy, 1% reply rate) versus manual research and personalized messages (time-intensive but doesn't scale).
Common Sense Media published a report on this topic, and it reminded me of how big a bubble I live in.
When Meta announced back in 2024/2025 that they wanted to create AI avatars to boost engagement, I was skeptic, but data speaks clearly young people enjoy AI interaction.