Jonathan Andrei's avatar

Jonathan Andrei (JonathanSolvesProblems)

Senior full-stack dev in Canada. Build end-to-end across AI agents, dev tools, and serverless commerce (Aurora DSQL, DynamoDB, MCP)

Last Seen: Drone Search That Asks Before It Follows
Last Seen: Drone Search That Asks Before It Follows

A 2015 drone finds a person from one photo, asks a human "Is this them?", then follows. Flown live: found on its first scan at 0.85; another run followed 90 s, 49 pins.

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CondoShield
CondoShield

CondoShield helps condo owners analyze special assessments, understand their rights, and dispute unfair charges with AI tools, insights, and a community hub for shared support.

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Already Owned | Insurance claim proof from your NAS photos
Already Owned | Insurance claim proof from your NAS photos

Flood, fire or theft: walk the room and say what you lost. Already Owned finds each thing, and what you forgot, in pre-loss photos on your UGREEN NAS, and writes the insurer's contents list.

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Final Buzzer | AI Treasurer That Pays Referees on PayPal
Final Buzzer | AI Treasurer That Pays Referees on PayPal

Referees paid 40 seconds after the final buzzer, confirmed by PayPal. Claude runs a youth basketball tournament's money as an agent: pays officials, invoices and chases teams, refunds closed games.

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Floorcount: salsa steps that light up on your floor
Floorcount: salsa steps that light up on your floor

A salsa practice Lens for Specs: the step's footprints light up on your own floor on the beat, and the lesson changes after every 8-count, so you stop walking back to the video.

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Call It: AI that runs Twitch Predictions while you play
Call It: AI that runs Twitch Predictions while you play

An AI agent watches your game and runs Twitch prediction bets in chat: opens, locks, pays out, clips. 10 of 12 payouts matched chess.com records on a stream it had never seen.

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Swatchless | See Your Hair Shade Before You Buy
Swatchless | See Your Hair Shade Before You Buy

The shade Luxy's own stylists chose was on the desk's shortlist for 13 of 16 people they styled. YouCam measures and renders, Claude picks from 973 pieces, nothing out of stock gets through.

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Still Works | GitLab Duo Release Guard for Actual Budget
Still Works | GitLab Duo Release Guard for Actual Budget

Actual Budget's CI shipped a bug that saved 10.23 as 1,023. GitLab Duo wrote the checks that held it on staging, then kept fixing it until its own checks let it ship.

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Floodplain
Floodplain

Run before openai 3.0.0 shipped, it finds the 3 packages the release breaks, and Nemotron writes fixes their own test suites pass. Now it watches every openai release on Nebius.

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Orvandel: A Free MMORPG in Your Browser
Orvandel: A Free MMORPG in Your Browser

Most MMOs, like WoW, make you download, install and sign up before you play. Orvandel runs in your browser: press Wake now and you're in, with dungeons and a 10-player raid ready for your arrival.

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Watermark
Watermark

Ring already tells you the basement is flooding. Watermark points a camera at the water and proves it to your insurer.

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Elbow Room Mobile
Elbow Room Mobile

Scan your home with an Android phone, no LiDAR, and plan it in 3D: furnish it, restyle it, check what can get in, then walk it as your Sim.

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Day Thirty
Day Thirty

Your insurance appeal, argued from 22,090 decisions California's own physicians published, ready to sign before the day-thirty clock runs out.

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Sticker
Sticker

Phones pharmacies for a prescription's cash price and prices it against the federal benchmark. Twenty real calls, zero prices, and the measured reason why: the agent talks over the pharmacist.

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Northbound
Northbound

Your truck already drove that lane. Empty. Northbound finds the freight it could legally have carried.

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Dailies
Dailies

A camera assistant wears smart glasses through a shoot and walks off set with the continuity paperwork already written.

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Elbow Room
Elbow Room

Before you buy the couch, find out whether it can get up the stairs. Your staircase answers, and it can answer the furniture shop too.

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Nightshift
Nightshift

Most companies that get a patent demand letter settle without ever checking. Nightshift reads 2,000 patents against every claim limitation and hands your attorney the art that answers it, for $34.

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Bloom: the AI that catches the clients you're about to lose
Bloom: the AI that catches the clients you're about to lose

Nobody cancels, they just stop coming. Bloom finds who's drifting from their own visit rhythm and writes each a personal note. A regular is worth hundreds a year, so saving one covers the software.

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Unsay
Unsay

An AI medication-safety agent that goes back and un-says what it told you. When the FDA escalates a recall, it finds every patient it already reassured and corrects them by name, in seconds.

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Assay
Assay

Four products on your shelf are doing nothing. Assay finds which, by measuring the error in YouCam's scores first. The only skin tracker that tells you when it cannot tell.

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coldpath: verify your Arm binary uses the matrix hardware
coldpath: verify your Arm binary uses the matrix hardware

Portable Arm AI builds ship with the matrix unit off: 5.75x slower prefill on a Neoverse N2 cloud CPU. coldpath audits any shipped binary, caught the top offender (Ollama), and gates it in CI.

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Culprit: a stack trace for model decay
Culprit: a stack trace for model decay

A stack trace for model decay. Give it a degraded model and a vague complaint, and it walks DataHub's ML lineage to the column that broke it, prices the damage in dollars, and opens the PR.

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Overtone: audio description for your B2 archive
Overtone: audio description for your B2 archive

WCAG audio description for a whole video archive, generated in place on Backblaze B2. It reads equations, code, and diagrams aloud. About three cents a minute versus $15 to $75 for a human describer.

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