Jonathan SolvesProblems (JonathanSolvesProblems)

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

Canada
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GitHub

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.

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.

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.

Watermark — Watermark

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

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.

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.

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.

Northbound — Northbound

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

Dailies — Dailies

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

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.

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.

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.

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.

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.

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.

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.

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.

Viva — Viva

GPT-5.6 finds the input a test suite never tried, runs the student's code against the instructor's, and asks them to explain the one result they can't fake.

LedgerPilot — LedgerPilot

Same Qwen model, same 39 close tasks, same live ERP: without the gate, wrong journal entries hit the ledger; with it, zero. An autopilot close agent whose safety you can see, not just trust.

Clatterfall — Clatterfall

A whole subreddit builds one marble machine, but you can only build where yesterday's marble reached, and the parts it stops touching dissolve. Every morning the machine runs again and we all watch.

Loose Ends — Loose Ends

Loose Ends catches asks in Slack that nobody accepted, and refuses to mark them done until it finds evidence the work actually happened.

FlakeWarden — FlakeWarden

Agentic flaky-test triage for UiPath Test Cloud: a deterministic scorer and a grounded AI classifier separate real defects from flaky tests, with a human approving every fix.

LotZero, global live auctions with zero oversells — LotZero, global live auctions with zero oversells

Global live auctions where the last lot can only be won once. Money runs on Amazon Aurora DSQL (strongly consistent), the social firehose on DynamoDB. Zero oversells, zero double-spends, proven live.

OrbitOnboard — OrbitOnboard

Generates a personalized contributor starter kit for any GitLab issue using Orbit's knowledge graph -- ranking files by activity, mapping experts, and tracing dependency reading order.