Docutect AI
Audit every LLM hallucination in your APIs & docs
Docutect AI launched on June 2, 2026 with 3 votes, #6,658 of 22,647 launches that month and more than 50% of that year's launches.
What it does
Detect and remediate LLM hallucinations in API documentation automatically.
When developers ask ChatGPT, Claude, or Gemini about your API, DocuTect detects the invented endpoints and wrong parameters — then ships the fix back to GitHub as a pull request. Millions of developers ask LLMs how to integrate with your product. When the model hallucinates an endpoint that doesn’t exist or an auth flow you never shipped, you get broken integrations, support tickets, and churn — and you never even see it happen. Models invent plausible-looking routes and parameters that were never in your docs. Training cutoffs mean deprecated auth flows and removed params live on in AI answers. You have zero visibility — the developer blames your API, not the model. The Pipeline Builder…from docutect.com
Does a similar job
all alternatives →
Hallucina-Gen2025 · hallucina-gen.actualization.ai · ▲7Spot where your LLM might make mistakes on documents
Open-source model and scorecard for measuring hallucinations in LLMs2023 · vectara.com · ▲65Hi all! This morning, we released a new Apache 2.0 licensed model on HuggingFace for detecting hallucinations in retrieval augmented generation (RAG) systems. What we've found is that even when given a "simple" instruction like "summarize the following news article," every LLM that's available hallucinates to some extent, making up details that never existed in the source article -- and some of them quite a bit. As a RAG provider and proponents of ethical AI, we want to see LLMs get better at this. We've published an open source model, a blog more thoroughly describing our methodology (and…
LLM Sandbox by Dioptra2023 · dioptra.ai · ▲101Everything you need to evaluate & improve prompts and LLMs
More ai this month
the category →
Paintings by AI models: programs run through a simulation of oil paint.
AI · 20d ago · stillwet.art
PixVerse R2▲381A real-time world model you can explore and change
AI · 29d ago · world.pixverse.video
Source: Product Hunt launch ↗
Launched alongside, June 2026
the whole month →
Fundraisly▲1,537AI fundraising agent that finds investors and books meetings
AI · Jun 2026 · fundraisly.com
Homebrew 6.0.0▲1,481Today, I’m proud to announce Homebrew 6.0.0. The most significant changes since 5.1.0 are a new tap trust security mechanism, the new faster, smaller, default internal Homebrew JSON API, sandboxing on Linux, better defaults informed by our user survey, many brew bundle improvements, improved performance and initial support for macOS 27 (Golden Gate). Happy to discuss any questions here!
Dev tools · Jun 2026 · brew.sh
Hi HN! I was super frustrated at apps like tiktok and wechat preventing me from saving or downloading the animated gifs, so I made a little tool to turn a screen recording into a slack-sized emoji. Hope you get some value from this!
Life & fun · Jun 2026 · vorpus.github.io
Search 18 years of Hacker News and chart how any topic, tool, or person trended. Overlay terms to compare their rise and fall across 45M posts and comments.
Life & fun · Jun 2026 · hackernewstrends.com