I have been up at 2am with a client's phone line down & no way to tell how long it had been down....I have been up at 2am with a client's phone line down & no way to tell how long it had been down....
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I have been up at 2am with a client's phone line down & no way to tell how long it had been down. The outage was bad. Having built nothing that would tell me was worse.
Now every agent gets a gate before it answers a real phone. 4 of 4 on unqualified leads. 3 of 3 on abuse hard-stops. It fails closed, so a broken agent goes silent instead of going weird on a customer.
Writing that gate took me one afternoon. Not having it cost me a night & a lot of trust. Bad trade.
A test execution and reporting solution demonstrating how automated test results can be presented through dashboards, execution summaries, screenshots, logs, and failure diagnostics. The setup helps identify failed scenarios quickly and provides better visibility into regression testing.
Skills demonstrated: Test Reporting, Regression Testing, Failure Analysis, Screenshots, Logs, Allure/HTML Reports, Test Analytics.
I've heard this from 3 different startups this year.
So I built one.
Metriva is an AI-powered business analyst that:
📊 Turns messy spreadsheets into executive dashboards
🧠 Writes C-level business briefs automatically
📈 Forecasts trends + detects anomalies
💬 Answers questions about your data in plain English
🎯 Finds your Pareto 80/20 — who drives 80% of your revenue?
No SQL. No Python. No data team.
Just upload your file and get answers.
Built with Flask, vanilla JS, and a lot of late nights.
The brief-writing piece is interesting — curious how you handle the validation step. AI-generated language tends to sound confident even when the underlying data is sparse or the trend is ambiguous. One pattern that helps: have the model output a confidence signal alongside the...