We went through 42 Reddit threads in which software engineers described their own job searches, from 2020 to 2026: the boom, the layoffs and today's crowded market. Then we checked Jobadabra against every problem they named.
Their main problem wasn't that sending applications took too long. It was not knowing where to spend the effort, and why nothing came back. So Jobadabra is built for fewer, better applications.
| What they reported | What Jobadabra does | Threads |
|---|---|---|
| A good skills match, then a visa or language barrier | Reads each posting's languages and visa sponsorship, quoting the posting's own words. It hides jobs in languages you don't work in, flags the ones that need a sponsor, and moves work-permit questions to the top of the form | 5 threads |
| Hundreds of applications, no idea what isn't working | Your funnel shows where applications stop (reply, screening, interview, offer) and which step to improve. A daily insight compares what gets replies | 6 threads |
| Recruiter keen on the call, then silence | Reads replies from Gmail and tells you when to follow up and who hasn't answered | 3 threads |
| Postings disappear; which CV did I send? | At Submit it keeps the posting, every answer as sent, the cover letter and the CV version | 2 threads |
| Autofill that enters the wrong thing | Fills from answers you approved, marks anything the AI wrote itself for you to read, and never presses Submit | 2 threads |
| Keyword-stuffed or made-up CV rewrites | A tailored CV uses only facts from your CV; code checks the numbers, and every change is shown with its reason. No fake “ATS score” | 3 threads |
| Easy Apply volume that goes nowhere | Searches employers' own career sites and ranks each job for fit with your CV | 1 thread |
| Interview practice that doesn't carry over | Records (with everyone's consent) and transcribes on your Mac, reviews the call with what to practise, and builds prep from the job and your past interviews | 3 threads |
| Applications scattered across channels | Found jobs, applications made elsewhere, recruiter messages, screenshots and job-alert emails in one tracker | 3 threads |
An AI-assisted review of public threads posted between October 2020 and September 2026, read and checked by us. Counts are distinct threads, not percentages. Stories are self-reported and the numbers come from a handful of accounts: real experiences, not statistics. No usernames are quoted, and promotional posts were left out.