The PainHunt Blog
Guides on validating startup ideas, honest tool comparisons, and data-backed opportunities — drawn from the real complaints founders usually never see.
An off-ramp from expensive AI model vendors
Teams want off Claude/GPT pricing onto open-source models but switching is too costly. PainHunt's data shows demand for a migration + multi-provider gateway.
Predictable pricing for cloud egress and cold starts
Cloud egress fees and serverless cold starts create surprise bills and latency. PainHunt's data shows developers want flat, predictable data-transfer and execution pricing.
Keep AI coding assistants out of your secret files
AI coding tools read the whole repo — including .env and sensitive files — with no exclusion control. PainHunt's data shows developers want a .gitignore for AI context.
A compliance checklist to get AI agents past security review
AI agent teams lose enterprise deals because no standard tells them what security review requires. PainHunt's data shows demand for a compliance checklist for AI agents.
Account succession for orphaned SaaS admin seats
When the only admin on a SaaS account leaves, the org can't cancel, transfer, or stop billing — and AI-only support won't help. PainHunt's data shows a high-intensity B2B gap.
Managed local LLM fine-tuning for small teams
Teams want private, fine-tuned models but Ollama, Unsloth, and LoRA setup demands deep expertise. PainHunt's data shows demand for a managed layer that hides the infrastructure.
Appeal-as-a-service for suspended creator accounts
Instagram and other platforms suspend business accounts with no reason and no human appeal. PainHunt's data shows creators losing their livelihood to AI-only support — a service gap.
Privacy-safe identity resolution tools for compliance teams
Privacy-safe identity resolution has to survive a compliance review, not just match records. Ad teams run on graphs that are fragile and consent-thin, with data split across Amazon, Google and independents. What a consent-first layer has to prove.