Pain map
What breaks in document AI
290 production incidents from public threads. Every quote links to its source. Pick a category and check it yourself.
Leaving the framework
7 of 7 quotes
“we have had teams create the same agents using dspy, langgraph compete with pure agent loops and the agent loops come across as so much better by a wide margin”
Hacker News · 28 September 2026 · in production · open the thread “We used it for months. Eventually, we removed it completely.”
dev.to · 27 July 2026 · in production · open the thread “We also might consider the self-hosted options once we have a more reliable stream of users.”
LangChain forum · 13 July 2026 · in production · open the thread “Eventually I discovered DBOS and now all my personal projects are on DBOS.”
Hacker News · 4 May 2026 · open the thread “I know this because I used LangGraph in 8 out of 10 AI projects I built”
dev.to · 23 April 2026 · open the thread Hit this one too? We are building for it. Join the waitlist.
“I switched to the Vercel AI SDK with a hexagonal architecture”
dev.to · 23 April 2026 · open the thread “I chased this demon early-days in my multi-agent orchestrated harnesses. you'll need a state machine. i used locally hosted temporal.io.”
Hacker News · 26 February 2026 · open the thread Hit this one too? We are building for it. Join the waitlist.
Method
We collected 448 public posts published after 1 November 2025 in which a builder describes document AI failing. Each link was re-opened on 8 November 2026. We kept the 290 where the quote is on the page, the author describes an incident and not an opinion, and has no tie to a vendor. Quotes are verbatim and trimmed after 420 characters. The grouping is ours. A complaint is not a measurement.