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Layer by layer vision QA for metal 3D printing. OpenCV 5 spots recoater streaks and spatter, and an agent stops a bad build before it wastes 40 hours.
Voice-first financial OS and self-hosted MCP server bringing institutional double-entry bookkeeping to Indian small businesses with pure paise math & AWS safety guardrails.
Ask about anything on your screen and see the answer drawn right where you look.
A voice coach on Alexa+ that remembers what you got wrong. A Strands agent on Amazon Bedrock AgentCore grades what you say. Agentic AI modules, in English and Hinglish.
Reads barcodes too damaged to scan. Works out what the code must have been, shows its working, and never guesses: a reconstruction is shown as options for a person to pick.
Put your café's menu on the Fire TV already on the wall, and change it by speaking to the remote: "masala chai 35, samosa sold out".
Your detector passes each test alone and fails when blur meets low light. Blindspot finds those failure boundaries with OpenCV 5, in physical units, and shows what your test set never covered.
An agentic vision system using OpenCV 5 and AWS to inspect electronics, gather visual and electrical evidence, and decide the next troubleshooting action.
An Alexa+ MCP server: ask Alexa when to run the dishwasher, the car or the hot water. Lowtide plans it around tonight's live electricity prices and grid carbon, and draws it on the Echo Show.
BloggerBear is an autonomous, multi-domain research-and-publishing platform on AWS serverless. Alexa+ will help me run or query the platform for investigation purposes.
Turn the TV already hanging in your gym into a smart class screen: schedule, promos, today's WOD from a photo of the whiteboard, and a giant synced timer, all from the coach's phone.
FirstStep decides whether AI-generated evidence has earned the right to influence a decision before you step outside. Ring + Amazon Bedrock + AWS.
Tell Alexa "plan my groceries" and SaleSavor builds meals from your pantry and this week's sales, shows what you'll save, and fills your Kroger cart. All hands-free.
Ask Alexa+ "What happened in production?" and get evidence-backed answers from Slack, Jira, and Confluence via Gatepath MCP, with the runbook to follow. Powered by Amazon Bedrock.
One open-source MCP server that lets Alexa+ run any small business that takes orders, by voice, and sets up a brand-new business just by hearing the owner describe it.
A restaurant owner photographs the printed menu. OpenCV 5 reads it, an agent compares it with the website, and only the changes the owner approves reach the site.
An Alexa+ experience simulation for an AWS recovery lab. Choose a scenario; PATCH diagnoses the fault, you approve the repair, and LOG reports the verified result.
Alexa+ for the morning that didn't happen. StillThere learns an older parent's routine, nudges the family once when it breaks, and explains why when they ask.
An AI agent that sells tickets, tops up event wallets and answers organizers' money questions over WhatsApp, SMS/RCS and email, built on AWS End User Messaging, SES and Bedrock AgentCore.
Say the error code, get the fix. An MCP agent for Alexa+ that reads your appliance manuals, remembers what you own, walks you through repairs with visual cards, and orders the right part.
One AI agent on Amazon Bedrock AgentCore keeps people on their home treatment over RCS, WhatsApp and email, involves the family only when it matters, and reports to the care team.
Dead Repo Resurrector is an autonomous multi-agent system that finds under-maintained GitHub repositories, writes real bug fixes, and opens pull requests — with no human in the loop.
An autonomous AI agent that detects outdated Python deps, applies safe AST-aware refactors, runs tests, and pings you in Slack only when judgment is needed.
