sfaist

6 ms·

1.
Show HN: Customizable SAP MCP Server(superglue.ai)
2 points by sfaist 2mo ago|0 comments
2.
Show HN: ClawGuardian – Security Plugin for OpenClaw(github.com)
3 points by sfaist 8mo ago|0 comments
3.
Show HN: Superglue – OSS integration tool that understands your legacy systems(superglue.ai)
7 points by sfaist 10mo ago|1 comments
4.
by sfaist 1y ago
superglue (yc w25) | Founding Engineer | Onsite in Munich, Germany, 70-100k + 0.5-2% Equity superglue is an integration layer for developers, agents, and enterprises. Our open source product enables users to integrate and orchestrate APIs v
5.
by sfaist 1y ago
We would've assumed that the llms are much better at writing working code since it's not random APIs but rather established API patterns which they should be able to one-shot (e.g. Stripe). Bad error messages are a problem indeed.
6.
by sfaist 1y ago
Quite interesting actually. not sure why, I assume it just overthinks. What suprised me even more is how bad o4-mini performed, after taking up hours of evaluation time and more credits than all other llms combined. More thinking != better
7.
Show HN: LLMs suck at writing integration code… for now(github.com)
20 points by sfaist 1y ago|13 comments
8.
by sfaist 1y ago
The reason we think this would be interesting to share here is that these llm benchmarks seem increasingly disconnected from reality. idc if the llm can solve a PhD math question or make scientific discoveries, I care if it can solve our pr
9.
by sfaist 1y ago
Hi folks, I'm Stefan, founder of superglue. To be upfront, we are building an integration agent and had this mildly weird idea of exposing the capabilities through MCP and see what happens if an agent can build its own tools. Beyond us
10.
Show HN: MCPglue (Open Source) – Let your agent build its own tools(superglue.cloud)
4 points by sfaist 1y ago|1 comments
11.
by sfaist 1y ago
Hey HN, I'm Stefan, co-founder of superglue. Adina and I started working on automating data pipelines and transformations about a year ago. Folks love our agent for building and maintaining data pipelines, and we thought it would be fu
12.
by sfaist 2y ago
Sure, email me: stefan@superglue.cloud
13.
by sfaist 2y ago
Thanks!
14.
by sfaist 2y ago
my personal understanding (anyone feel free to correct me here) of MCP is that it is basically a standardized interface for tool use. So, if you as an API provider (e.g. stripe) want agents to connect to your API, you can offer an MCP serve
15.
by sfaist 2y ago
Not quite. The server runs standalone, so you can use it just as you would use linux as part of your project without affecting your own code. The client libraries that become part of your code are MIT licensed. The reason we made this decis
16.
by sfaist 2y ago
If you're self-hosting, you can bring your own model and there are no limitiations. For the hosted version, we currently do custom pricing agreements with our customers using this in prod, and keep it free for hobbyists within fair use
17.
by sfaist 2y ago
Thanks for sharing! We're taking a bit of a different angle here. The APIs we are looking at are not the ones that websites are using, but rather then ones you would typically integrate with when thinking about data integrations. Also,
18.
by sfaist 2y ago
self healing is already a feature :)
19.
by sfaist 2y ago
Thanks! The primary reason is because we want folks to be able to run this locally and contribute to the project / fix issues as they come up. This is much harder when you have a black box tool and rely on our small team for support.
20.
by sfaist 2y ago
Thanks for flagging this. Odd. Did this happen on the website or in the actual app? Might be a server overload looking at our logs.
21.
by sfaist 2y ago
depends on your usecase: - this abstracts away a lot of the complexity, including pagination and format conversion. Also integrated logging and schema validation. - this is self-healing, so when data comes through that you have never seen b
22.
by sfaist 2y ago
Yes, it does update and cache changed schema for the target API. At runtime. The way it works that every time you make a call to superglue, we get the data from the source and apply the jsonata (that's very fast). We then validate the
23.
by sfaist 2y ago
you can give it any context you have, worst case in text form, and the llm will try to figure it out, call different endpoints etc. Recently someone mentioned to me the intern test by Hamel Husain: if avg college student can suceed with the
24.
by sfaist 2y ago
working on it... ping me if you have a usecase in mind and I can set it up for you.
25.
by sfaist 2y ago
Sure! We use structured output for the endpoint, but not for the jsonata since it's hard to actually describe as a format. 3 big levers for accuracy / reducing hallucinations: 1. direct validation: we apply the jsonata that is ge