Most teams adopting AI agents in 2026 are making the same mistake: they're plugging agents into human-optimized workflows and wondering why the results are chaotic.
The AI Velocity Pod Starter Kit is the workflow layer we wish existed when we started building with agents 18 months ago, now open-sourced after being battle-tested across 300+ products in 21 countries.
Designers were losing deals because clients couldn t read Blueprints. People naturally struggle to visualize spaces. We call this the visualization gap.
As a founding member of a small team, the absolute worst feeling is the creeping suspicion that you might be wasting your youth building something nobody wants.
We used to rely on our "gut feelings" or ask standard LLMs for feedback. But standard AI is programmed to be polite. It hallucinated encouragement, telling us what we wanted to hear, and fed our confirmation bias. We realized we were our own worst enemies.
Most engineering teams know they should be running agentic workflows. The demos look incredible. The speed is real.
But the first few production attempts often go sideways, not because the AI is bad, but because the governance layer wasn't there.
The AI Velocity Pod Starter Kit is everything we wish existed when we started: a framework distilled from 300+ shipped products, 38-day average delivery cycles, and a lot of painful lessons about what breaks when you give agents too much autonomy too fast.
What's included: Sprint structure template (intent build QA diff review) Acceptance criteria writing guide (the #1 bottleneck in agentic workflows) Parallel QA agent setup run validation concurrently, not sequentially Governance checklist for regulated industries (HIPAA, GDPR, OWASP-aligned) Access scope matrix which systems agents should (and shouldn't) touch
I ve always found it a bit painful to debug deeply nested JSON files, so I decided to build my own visualizer. Instead of just a boring list, I wanted something more interactive and visual.
I call it JSON Tree Viewer.
Live Demo: https://debabratasaha-dev.github... GitHub Repo: https://github.com/debabratasaha...
Hey everyone I recently launched ScreenQuest, an Android screen time tracker built around a simple idea:
Blocking apps doesn t work. Friends do.
After trying (and uninstalling ) multiple app blockers, I realized the problem isn t a lack of tools it s a lack of accountability. Most blockers are easy to disable. It s much harder to ignore the fact that your friends can see your screen time.
Hello! just finished building doors&door for a hackathon this week and wanted to share it here before a proper launch.
the concept is simple: you tell it your mood, how much time you have and your budget. it picks one hidden spot near you and sends you there blind. the map is fully fogged with no street names or labels, just a destination pin. when you get close enough the fog lifts and the place reveals itself.
every spot was submitted by someone who found something in their city worth sharing. after you arrive you leave a note for the next person who ends up there.
We just launched Clavion Consulting on Linkedin (Launching soon on PH)
Clavion is a specialist real estate virtual assistance agency built for realtors and property managers across the US. We work with two types of clients and we go deep on both. For realtors, we handle transaction coordination, CRM management, listing management, MLS support, appointment scheduling, follow ups, documentation management, and social media content. Everything pulling you away from clients and deals, handled. For property managers, we cover tenant communication, lease management, maintenance coordination, vendor management, rent tracking, showing and inspection scheduling, inbox management, accounting support, and social media content. Your properties run smoother and your time goes where it actually matters. Behind every service is a combination of specialist knowledge and AI powered tools that make our team faster and sharper than a traditional VA hire. We are small and dedicated. Every client knows exactly who is working on their business. Month to month. No lock in contracts. Onboarded in 48 hours.
Check us out at: https://www.linkedin.com/company...
