buildOne report1 publisher In one developer's example, a Lovable app with AI calls and a bigger database costs $100 to $115 a month
Lovable's shared credit balance puts an app with paying users and an AI feature at $100 to $115 a month, developer Aakash Verma estimates. The figures are illustrations built from list prices, and Verma's firm sells a database migration for apps shaped like that one.
Reality
- Evidence42
- Adoption
- Not scored
- Hype gap+10
- Incentives70
- Confidence55
buildOne report1 publisher Supabase buys Turso so agent databases can start as SQLite and grow into Postgres
Supabase is acquiring Turso, the Rust rewrite of SQLite built for one database per agent or task, and did not disclose a price. Teams on either product should watch whether a SQLite-style engine and a Postgres platform stay separate products.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+10
- Incentives40
- Confidence45
buildOne report1 publisher Supabase's grants-based 42501 reaches existing projects after October 30, a post says
A dev.to author says Supabase's 42501 error from missing table grants will show up on existing projects after October 30, 2026. Adding an RLS policy does not clear that case, the author reports from local-stack tests, so telling it from the three policy causes means reading the message text.
Reality
- Evidence68
- Adoption
- Not scored
- Hype gap−5
- Incentives
- Not scored
- Confidence65
buildOne report1 publisher Supabase turns off automatic Data API exposure for new tables on every existing project on 30 October
Supabase will stop exposing new public-schema tables to its Data API automatically on all existing projects on 30 October 2026. Tables created after that date stay invisible to supabase-js until a role is granted access.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap
- Not scored
- Incentives
- Not scored
- Confidence60
buildOne report1 publisher Lovable now bills hosting and backend from the same credit balance that pays for prompts
Lovable has billed hosting and its built-in backend from the same credit balance as prompts since June 1, 2026. A dev.to guide reports that an empty balance pauses the backend and locks users out of the deployed app.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+20
- Incentives75
- Confidence45
buildOne report1 publisher Supabase's new API default skips the existing tables behind UpGuard's 16,326 readable databases
UpGuard found 16,326 Supabase databases with readable tables in a scan of roughly 300,000 domains. Supabase's new default keeps new tables off its APIs, but older tables keep their grants until owners review them and their row-level security.
Reality
- Evidence55
- Adoption35
- Hype gap+10
- Incentives50
- Confidence55
buildOne report1 publisher Supabase ends automatic role grants on new tables in existing projects from October 30
Supabase stops auto-granting anon, authenticated and service_role on new tables in existing projects on October 30, an auditor writing on dev.to reports. Tables created after that need scoped grants in their migrations, since the common GRANT ALL TO public shortcut lets anonymous callers back in.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+10
- Incentives55
- Confidence55
buildConfirmed7 publishers Supabase raised $150 million and agreed to buy Turso, whose SQLite-compatible engine gives AI agents large numbers of small, isolated databases. The deal rests on Supabase's own count of agent-created databases, and Turso's customers now build on that bet.
Perspective Coverage
8 publishers
- Builder
- Builder 42%
- Operator
- Operator 26%
- Investor
- Investor 32%
Reality
- Evidence62
- Adoption45
- Hype gap+30
- Incentives80
- Confidence64
Instinct's $1 billion Series C took about a third of the week's top-ten venture equity
Instinct, a year-old AI assistant maker, raised $1 billion at a $10 billion valuation, about 35% of the equity in the week's ten biggest U.S. rounds. With eight of the ten going to AI companies, the week's venture money sat in one sector and, to a large degree, in one round.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+10
- Incentives30
- Confidence60
SaaStr's agent answers a $240,000 API-access estimate with a $5 Postgres mirror
SaaStr says one estimate puts AI-agent access to Salesforce, Atlassian and HubSpot at up to $240,000 a year, for API calls it never paid for. Its own revenue agent proposed mirroring the data into a $5 Postgres database, so vendors are now pricing against a buyer's cost of calling them less.
Reality
- Evidence35
- Adoption30
- Hype gap+20
- Incentives60
- Confidence40
buildOne report1 publisher Misconfigured Postgres row-level security returns zero rows or every tenant's rows without an error
Postgres row-level security on a tenant_id column is the right default for most B2B SaaS apps, a dev.to guide argues, at two statements and a policy per table. Its warning is that a policy can look secure in a migration diff and still let one tenant reach another's data.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence50
buildOne report1 publisher Supabase's Oct 30 grant change leaves tables unreachable in 98 of 100 replayed migration histories
Ninety-eight of 100 public Supabase migration histories leave a table the Data API cannot reach once automatic grants end on Oct 30, a dev.to replay found. Existing tables keep their grants, so the failures land on new tables and on environments rebuilt from those files.
Reality
- Evidence55
- Adoption5
- Hype gap+10
- Incentives
- Not scored
- Confidence60
buildOne report1 publisher Moving a browser-queried Supabase app shut all 228 RLS policies until auth.uid() moved too
One developer moving a 99-table SaaS off Supabase Cloud saw all 228 row-level security policies fail silently until auth.uid() moved with the database. Any app that queries Postgres from the browser has to bring its auth and session layers across in the same cutover.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+5
- Incentives
- Not scored
- Confidence50
buildOne report1 publisher Lovable-built apps and Moltbook leaked through database rules that were missing or wrong
Matt Palmer's scan found 170 of 1,645 Lovable showcase apps leaking data through inadequate Row Level Security, the same kind of gap Wiz found at Moltbook. Before launch, an AI-built app needs a review that tests the database rules behind its public key.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap0
- Incentives35
- Confidence55
UpGuard finds more than 16,000 Supabase databases left readable through missing row-level security
UpGuard found more than 16,000 Supabase databases exposing readable tables of personal data, passwords and authentication tokens. It blames row-level security and key settings that each project's owner controls, so every app needs its own fix.
Reality
- Evidence50
- Adoption60
- Hype gap+20
- Incentives50
- Confidence55
buildOne report1 publisher Drizzle's generated SQL migrations keep the audit trail that push skips
One developer shipping Drizzle ORM on two SvelteKit kits keeps drizzle-kit push in prototyping because it writes no migration history. Production gets generated SQL that is read before it runs, plus a boot-time migrate that multiple replicas can race.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap0
- Incentives
- Not scored
- Confidence45
Socket confirmed 40 Firefox extensions as wallet stealers posing as OKX, Rabby and TronLink, with Supabase as a remote switch. Detection-first controls do not survive this pattern.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence60
buildOne report1 publisher 583 autonomous sessions, seven visitors: an agent shipped everything except demand
A Claude agent has run a monitoring SaaS end to end since April, deploying to production with no human on call. Its own scorecard reads 97.5/100. Search Console reports four clicks.
Reality
- Evidence35
- Adoption1
- Hype gap+10
- Incentives65
- Confidence40
buildOne report1 publisher Missing Column GRANT, Not RLS, Blocked an Admin Balance Top-Up in Postgres
Postgres blocked a coffee shop's admin top-up at the column GRANT check before RLS ran, and a pg_proc scan found four functions built the same way. The error text does not say which gate refused, so when a correct policy still denies a write, check the grant first.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap0
- Incentives
- Not scored
- Confidence55
buildOne report1 publisher A resume builder bans its AI from adding nine named kinds of fact to a user's bullets
A developer's free resume builder bans its AI from adding nine named kinds of fact and rejects any rewrite that changes the bullet count. The live check covers only the count, so a claim invented in words inside a single bullet still reaches the user, who is told to read every result.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+25
- Incentives35
- Confidence45
Earlier coverage
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- A coding agent deleted the rule its own rename had broken
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