Gmail, CRMs, and APIs return bloated JSON LLMs choke on large responses You only need 2–3 fields, but frameworks give you zero control

Toolflow is an AI-native framework to fix this:

* Filter tool responses before they hit the LLM * Context modes: `minimal`, `full`, `custom`, or `ai` * Composable TypeScript tool registry

GitHub: [https://github.com/dksingh1997/toolflow](https://github.com/dksingh1997/toolflow)

Would love feedback — especially from those building with LLMs in production.

Comments URL: https://news.ycombinator.com/item?id=44308015

Points: 5

# Comments: 0

There are tons of AI agent builders out there. But let’s be honest, for most people, they’re still hard to use. Every single day, I see people struggling to create workflows with these agents and posting their requirements on Upwork.

So we built Nutix. Just upload your screen recording and that’s it.

Nutix watches what you do, understands your workflow, and builds it with AI agents instantly. You'll have to authorize access to underlying application for agents runs.

Access over 2500+ applications and build your automations on top of it.

No prompts. No coding. Just show it once , and you're done.

Comments URL: https://news.ycombinator.com/item?id=43899892

Points: 4

# Comments: 0

I have been thinking about a problem and a possible solution to it so thought of asking it here.

I see a massive opportunity in AI agents for automations.Though the opportunity is there, why hasn't the adoption skyrocketed as of now ?

- Is it the talent density ? - or people don't know how they can leverage AI for their workflows ?

Also do you guys think, if I build something where "employees can upload their screen recording and maybe the platform can build sub agents to optimize their workflows using MCP/APi calling" would add value ?

-d

Comments URL: https://news.ycombinator.com/item?id=43770754

Points: 12

# Comments: 0

I created a clone of a SaaS product and shared it with the founder and he was pissed (scale, security etc etc), This led me to think, is there any product moat left in SaaS (I know distribution is there).

With time do you'll think that every department can create AI enabled internal softwares needed for their operations ?

Do you think organization's would want to shift from per user pricing model to a fixed maintenance cost for their in house softwares ?

Comments URL: https://news.ycombinator.com/item?id=43513304

Points: 4

# Comments: 8

We launched Probz 2.0 today, an AI agent that builds and deploys software.

What's new ?

- Idea to production app in under 10 mins - Customize your themes for your business tools - Modify your data schemas with prompts - Role based access policy - External integrations to over 30+ databases and external softwares - Kanban, Chat with your documents - Dedicated 8GB compute instance deployments and many more features.

Comments URL: https://news.ycombinator.com/item?id=42971617

Points: 2

# Comments: 0

Comments URL: https://news.ycombinator.com/item?id=42397511

Points: 2

# Comments: 0

https://probz.ai https://probz.ai/case-studies/

Pricing is based on underlying ec2 instances.

For 8GB RAM instance : $199 For 16GB RAM instance : $399

Here's how probz work :

Tool Creation Prompt: Describe the product you want to build.

Customization Prompt: Customize pages like theme, colors, pages, data schema.

Integration Prompt: Integrate with external softwares : e.g : GPT, Databases, Slack etc

Development & Deployment: Probz handles the entire development, build & launch process with one click deployment on aws.

Currently we support openai, postgres, snowflake, mysql as integrations, more in pipeline.

From idea to deployment, Probz empowers users to create secure, fully functional web applications without technical expertise in under 10 minutes.

Here's an how to guide blog : https://probz.ai/case-studies/build-with-probz/

It would be great if you all can try it out and share your feedback with us.

Sample user : dheeraj212020@gmail.com YC_PROBZ123!

Comments URL: https://news.ycombinator.com/item?id=42295119

Points: 3

# Comments: 10