#1 dev hack: copy the context, drop it into Cursor.
New issue assigned? Stash helps developers (and their AI agents) resolve issues fast by finding the full solution context across code, issues, and docs.
Hey folks 👋 I’m Nihat, co-founder of Stash.
We built Stash because developers waste hours trying to resolve issues and understand what’s really going on. AI agents struggle too. Without the right context, they hallucinate.
I wanted something simple. When an issue is assigned, just give me the solution context. So I can resolve it myself, or copy it into Cursor or Copilot and make my AI agent useful.
Stash connects to your version control, issue tracker, and wiki. It extracts the full solution context and gives it to you (or your AI agent), so issues get resolved faster.
It brings together the most relevant docs from your wiki, the most similar past issues, and the exact code locations where you should start.
How it works:
- Connect your GitHub, Jira, Confluence (or similar)
- When a new issue is assigned, Stash finds the solution context
- You (or your AI agent) can resolve it fast. No more endless search.
If you are tired of Cursor spamming your repo with useless code and new files, we fixed that. When you feed an LLM the right context, it actually works.
What makes Stash different:
- SLM-powered (works where LLMs fail)
- Cloud and on-prem (great for privacy-first teams)
- Built for real engineering environments
Who is it for (of course, dev teams):
- Junior devs who want to onboard fast and start contributing
- Senior devs who want to resolve their own issues without answering the same questions again and again
- Engineering managers trying to reduce technical debt and improve SDLC
If you are a developer and this sounds useful, tell your engineering manager.
We are live on cloud and on-prem. Would love your feedback 🚀
@nozdemir This is super relevant especially for teams using LLMs in real workflows.
Most devs underestimate how much time is lost to lack of context.
Being able to instantly gather full issue context across code, docs, and tickets is a game-changer.
Curious: how does Stash decide which context is relevant when multiple overlapping issues exist?
Looking forward to trying it in a messy monorepo 👀
Totally agree, Stack Overflow's developer surveys show most devs spend over an hour a day just searching for the right knowledge.
To your question: when multiple issues overlap, Stash uses a scoring model based on semantic similarity, and cross-references between issues, PRs, and docs. It ranks what’s most likely to help, based on how your team actually works.
And yep, messy monorepos are exactly where Stash rocks 😄
Let me know if you’d like early access for your team, happy to help!
We’ve spent the last few months deep in the problem space, talking to devs, testing with real teams, and refining the product. It’s been amazing to see how much time we can save just by bringing the right context to the right person at the right time.
Whether you’re resolving the issue yourself or prompting an AI agent, Stash makes it faster (and a lot less frustrating).
Hey everyone! I’m İsmail, founding engineer at Stash 👋
I’ve been in the trenches building this pairing with teams, chasing down edge-case bugs, and making sure Stash surfaces the right code and docs the moment you need them. My goal was simple: cut the “where is that file?” hunt and get devs back into flow fast.
Give it a spin and tell me what trips you up or delights you. Your feedback is fuel for the next build!
@lambersondev Really solid work, İsmail.
Cutting the “where’s that file?” hunt is exactly what slows down deep focus.
You nailed the real pain point devs don’t just need code, they need the right context, at the right time.
Curious: does Stash handle branching context too? (e.g., same file but different PR histories or feature branches?)
This could be a killer feature for large mono-repos or multi-stream teams.
Really impressed, guys! Stash’s ability to surface all the relevant code, docs, and past discussions in one go. As someone using Copilot/Cursor daily, having that full context handed over saves time and keeps the AI from spinning its wheels. If they nail IDE integration and maintain indexing speed on large repos, this could be a game‑changer. 🚀 @nozdemir
🚀 Super interesting approach especially useful for Cursor users!
Being able to instantly transfer code context to an AI agent can really cut down debugging time.
Curious: are there any plans to support other IDEs or platforms beyond Cursor? 🔍
Great work team 😁 Any dev lead will know that friction = money. I'll always support products that reduce development friction! Looking forward to seeing take off.
@gorkemcetin Thanks Gorkem Cetin! On-premise support has been one of our most promising features especially for enterprise teams.
To your question: we use custom small language models to analyze past issues, code files, and commits. When a new issue comes in, Stash semantically compares it with historical data and ranks the most relevant spots in the codebase.
So it doesn’t just know what the issue is - it knows where to look. 😎
An actionable context - this is indeed the missing layer between "what needs fixing" and "how to fix it". Smart way to improve debugging experience, particularly with Agents. Great work guys!
Wow, this is seriously impressive. As a product designer, I’ve seen firsthand how much time devs lose just trying to find the context before they can even start fixing something. Already shared it with the engineers on my team!
Stash looks like a promising tool for developers! 😄 I'm interested to know if there are any plans for integration with popular version control systems like Git. How does Stash handle conflicts or discrepancies in the context it provides? This feature could really enhance developer productivity!
As a data scientist, I had the chance to try out Stash, and I’m genuinely impressed. It’s a powerful product that delivers outstanding performance with incredibly high accuracy. Highly recommend it to anyone building software!
Replies
@melihcandemir great to hear your thoughts!
Totally agree, Stack Overflow's developer surveys show most devs spend over an hour a day just searching for the right knowledge.
To your question: when multiple issues overlap, Stash uses a scoring model based on semantic similarity, and cross-references between issues, PRs, and docs. It ranks what’s most likely to help, based on how your team actually works.
And yep, messy monorepos are exactly where Stash rocks 😄
Let me know if you’d like early access for your team, happy to help!
@nozdemir let me try !!
Hey everyone! I’m Ayberk, co-founder of Stash 👋
We’ve spent the last few months deep in the problem space, talking to devs, testing with real teams, and refining the product. It’s been amazing to see how much time we can save just by bringing the right context to the right person at the right time.
Whether you’re resolving the issue yourself or prompting an AI agent, Stash makes it faster (and a lot less frustrating).
Would love to hear what you think!
Hey everyone! I’m İsmail, founding engineer at Stash 👋
I’ve been in the trenches building this pairing with teams, chasing down edge-case bugs, and making sure Stash surfaces the right code and docs the moment you need them. My goal was simple: cut the “where is that file?” hunt and get devs back into flow fast.
Give it a spin and tell me what trips you up or delights you. Your feedback is fuel for the next build!
Instance
Congrats on your launch! Looks great. I'll pass it to our dev team to try it out.
@filipgres Thanks so much!
If your dev team wants to explore it, they can book a quick demo right from our site: usestash.com - happy to show how it fits into your workflow!
GPT Computer Assistant(GCA) | 5K Star
Really impressed, guys! Stash’s ability to surface all the relevant code, docs, and past discussions in one go. As someone using Copilot/Cursor daily, having that full context handed over saves time and keeps the AI from spinning its wheels. If they nail IDE integration and maintain indexing speed on large repos, this could be a game‑changer. 🚀 @nozdemir
@mumtazvural you should change your name. Now Upsonic has 7.5k stars:)
@mumtazvural @semi 😅
@mumtazvural Done ✅
https://marketplace.visualstudio.com/items?itemName=stashlabs.stash-vscode
@melihcandemir Thanks! Yep, totally agree, the Cursor flow is game-changer when paired with the right context.
And good news: we also have a VS Code extension, so you can use Stash right inside your IDE without switching tabs.
https://marketplace.visualstudio.com/items?itemName=stashlabs.stash-vscode
Chunk
Great work team 😁 Any dev lead will know that friction = money. I'll always support products that reduce development friction! Looking forward to seeing take off.
@dudley_spence Thanks for backing us!
I’ve seen ARR grow in parallel with the Jira backlog 😄 We're just trying to make sure engineering time is used smartly.
Nuvio
This is a great idea and being self hosted will be useful for many enterprises. Kudos for that.
One question - how does Stash pick the “exact code locations” it surfaces for a new issue? Can teams tune that ranking or add custom rules?
@gorkemcetin Thanks Gorkem Cetin! On-premise support has been one of our most promising features especially for enterprise teams.
To your question: we use custom small language models to analyze past issues, code files, and commits. When a new issue comes in, Stash semantically compares it with historical data and ranks the most relevant spots in the codebase.
So it doesn’t just know what the issue is - it knows where to look. 😎
Coso.ai - Your Social Media Co-Pilot
Very impressive!
VoltAgent: OpenSource AI Agent Framework
Congrats @nozdemir 🎯
@omeraplak Thanks 🚀
Gitlantis
Gleo AI
An actionable context - this is indeed the missing layer between "what needs fixing" and "how to fix it". Smart way to improve debugging experience, particularly with Agents. Great work guys!
Great Product, All the best @isil_temiz
Mindory App
That‘s a great and much needed tool!
appshots
Wow, this is seriously impressive. As a product designer, I’ve seen firsthand how much time devs lose just trying to find the context before they can even start fixing something. Already shared it with the engineers on my team!
Stash is one of the most promising devtool startups from Turkey. Good luck to the team!
Hi Team,
Congrats on the launch!. This looks a promising product. Love to see how it evolves!
Tidyread
Stash looks like a promising tool for developers! 😄 I'm interested to know if there are any plans for integration with popular version control systems like Git. How does Stash handle conflicts or discrepancies in the context it provides? This feature could really enhance developer productivity!
Wonder Sites
works like magic , Ismail.
@absurdfounder Thank you so much!
As a data scientist, I had the chance to try out Stash, and I’m genuinely impressed. It’s a powerful product that delivers outstanding performance with incredibly high accuracy. Highly recommend it to anyone building software!