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SaaS ideas, mined from what people actually complain about.

Every idea comes from real Reddit posts, was researched against today's competitors, and survived an independent skeptic before it made the list.

Slow Database Queries

Poorly optimized queries and missing indexes cause slow performance, high compute costs, and scalability issues across databases.

In their words

I want to give access to a limited number of other folks, and the little box I'm running on won't cope.

r/Clickhouse on Reddit

my main pages need 15 - 19 queries to load all the things for one user

r/Supabase on Reddit

one frequent query running every 5 mins had no composite index covering its WHERE clause, so SQLite was scanning the entire table

r/CloudFlare on Reddit

my storage gets filled quickly... less than a week... my query performance is poor as well

r/sysadmin on Reddit

For every incremental model, a full refresh is actually faster.

r/dataengineering on Reddit

The lack of data profiling is a massive blind spot. When data goes sideways, we don't know.

r/Database on Reddit

847,293 files ... 600 GB table averaging 750 KB per file ... three minutes of listing before any parallelism even starts

r/databricks on Reddit

we are running a side-by-side evaluation if Lakebase should replace some our cloud-native databases

r/dataengineering on Reddit

the expectation is to load the data everywhere not more than 2 sec. and as of now it sometimes takes around 6 sec. for the heaviest reports.

r/developersIndia on Reddit

we have a large number of servers - each system has its own dedicated production server, plus a separate server for development

r/SQLServer on Reddit

During heavy ETL runs, client reports suffer.

r/MicrosoftFabric on Reddit

Found missing indexes and a lot of sequential scans. Added the indexes, performance went from critical to better than optimal.

r/Odoo on Reddit

We (over)pay for datadog's Database monitoring APM, but it is decent

Hacker News

a count() over the entire DB could take 8 minutes

Hacker News

Data and platform engineers

Where they talk

  • r/SQLServer
  • r/snowflake
  • r/MicrosoftFabric
  • r/dataengineering
  • r/Database
  • r/databricks
  • r/SQL
  • r/softwarearchitecture

Tools they use today

  • PostgreSQL
  • Snowflake
  • ClickHouse
  • Spark driver app
  • SQL Server
  • Query Store
  • Databricks
  • Cube

Why those fall short

  • No easy sorting or alerting; worst queries look cheap in UI
  • no alerting on rows read or query cost
  • ORM generated absolute nightmare SQL queries that locked up our database
  • predictive optimization only on serverless; manual scheduling needed otherwise
  • Incremental models perform worse than full refreshes on Redshift Serverless