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12 postsSource review of 200 self-hosted AI tools finds 78 leak tenant data
A source review of 200+ self-hosted multi-tenant AI/SaaS tools found 78 with cross-tenant data leaks via unguarded read endpoints, 31 filed as CVEs.
Developer audits his own SaaS starter kit like a hostile buyer
NuxtForge's creator audited his own Nuxt + NestJS SaaS starter kit as a skeptical buyer, uncovering a dead test runner, boot failures, and a login bug before launch.
Building an AI Website Generator for Nigerian SMBs: Architecture & Lessons
How WebDigitize generates multi-page sites for Nigerian SMBs using Next.js, FastAPI, and Claude — plus key lessons on Puck JSON schema design.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comPer-Row Reservation Pattern for Billing Bulk API Batches
A bulk GSTIN verification endpoint reveals why single balance-check billing fails when some rows are free, and how per-row atomic reservation fixes overselling and race conditions.
RovoBlast: One Click Turns Atlassian's AI Assistant Into a Data Leak
Varonis details RovoBlast, a one-click prompt injection flaw in Atlassian's Rovo AI assistant that can expose sensitive enterprise data.
Nable: Local-first Cost Intelligence Tool for Cloud and AI
Nable is a local FinOps tool that manages cloud and AI costs, offering savings suggestions.
How to Build an MCP Server for Your SaaS: Lessons Learned
Learn how to set up an MCP server for your SaaS. Insights and tips from my experience.
Picturesque: Unifying 50+ AI Models Under One Roof
Picturesque unifies 50+ AI models for images, video, audio and music under one credit system, covering the architecture choices and lessons learned along the way.
Lessons Learned Scaling to 1 Million Lambda Functions
How ProGlove scaled its serverless SaaS platform from thousands to over a million AWS Lambda functions, and the quota, cost and architecture lessons learned.
What 1,000 Invoices a Month Really Cost: Five Document-AI APIs
A side-by-side look at AWS, Google, Azure, LlamaParse and Veryfi pricing pages reveals hidden minimums and failed-attempt billing behind the real cost of 1,000 invoices a month.