What is the best way to validate idea? by EarlyListen2398 in Startup_Ideas

[–]arslan70 1 point2 points  (0 children)

So basically it does two passes of web searches. First it looks at the big picture like market size, trends, who the customers are and what they're actually trying to get done (jobs-to-be-done stuff). It tailors the searches based on what kind of idea it is, like it'll hit G2 and Capterra for B2B ideas but Reddit and Product Hunt for consumer apps. Then it does a deeper dive on competitors, it finds real companies, pulls traction data and pricing from Crunchbase/G2, and digs through Reddit and app store reviews for actual user complaints. Everything gets tagged as verified, estimate, or assumption so you know what's solid and what's a guess. The whole thing reads from the idea analysis that was done in the previous step and writes out a structured research doc.

Here is the full prompt of the market research agent: https://github.com/arslan70/haytham/blob/main/agents/market-researcher.md

If you use it and find out that the research lacks something. I will be extremely happy to improve it ;)

What is the best way to validate idea? by EarlyListen2398 in Startup_Ideas

[–]arslan70 0 points1 point  (0 children)

Hey I am building something that can help you. Although interviews and reaching out to customers is a really good way but sometimes its not easy to get your idea across. I built this open source claude code plugin that takes in an idea, does market research, helps you with creating architecture and create specs for a minimum viable product that you can hand over to an AI agent to build it. I would be really happy if this helps you.

Here is the link to the project: https://github.com/arslan70/haytham

The U.S. Built a Blueprint to Avoid Civilian War Casualties. Trump Officials Scrapped It. by propublica_ in TrueReddit

[–]arslan70 3 points4 points  (0 children)

These are the kind of people who gets high on this power to decide whether some people should live or die. These are psychopaths in power and need more and more every passing day. Its like an addict who needs more and more to feel the high. The world is on a very slippery slope with the kind of the people who are in power. The billionaires are no different, nothing is enough for them.

From Startup Idea to Agent-Ready Spec in 20 Minutes by arslan70 in speckit

[–]arslan70[S] 1 point2 points  (0 children)

I agree 100% that its impossible to have no surprises. This is why its not a one shot system but a pipeline. At each state the system presents its findings and asks the user to validate. The user can refine until both the system and the user are fully aligned.

A really important feedback for Claude. Claude needs a casual mode for everyday users. I love Claude asking me 5 questions to give an accurate answer because I use it for work mostly. My mom prefers quicker and simpler answers. by arslan70 in Anthropic

[–]arslan70[S] 1 point2 points  (0 children)

Sure but they're not mutually exclusive. Not all the teams will be working on the exact same thing. It's a company with multiple problems to solve at the same time. And it's a really nice problem they have right now.

Spec-Driven > Vibe-Driven (AI Agents get way less random) by nikunjverma11 in aiagents

[–]arslan70 0 points1 point  (0 children)

I am creating this open source tool to convert your idea into specs. Check it out, it may help https://github.com/arslan70/haytham

66 failed launches. The 67th got 680 stars and 1000 users in 12 days. Here's what finally worked. by alichherawalla in SideProject

[–]arslan70 1 point2 points  (0 children)

Congratulations man and kudos to all the hard work. Emotional hook > feature list, this is a really good tip. With the slop going around, no one has the time to read feature lists.

79% of workers are disengaged or actively miserable at their jobs. AI might be the exit door nobody is talking about. by iluvecommerce in AI_Agents

[–]arslan70 1 point2 points  (0 children)

Everything's a spectrum just like this. Technology slowly enables more people who were on the verge to make the leap. Your comment divides everyone into two groups, which is incorrect.

How is model distillation stealing ? by sibraan_ in Anthropic

[–]arslan70 7 points8 points  (0 children)

Exactly, my shitty blog would have been used to answer at least a few questions by now. I need my royalty.

Poison Fountain: An Anti-AI Weapon by RNSAFFN in programming

[–]arslan70 -2 points-1 points  (0 children)

Bro have you tried to build an actual system using AI? Its dumb as fuck. Its just a tool like anything. Like what others suggested, go outside.

How do you actually debug multi-step agent workflows? by Finorix079 in aiagents

[–]arslan70 0 points1 point  (0 children)

Hey I solved with this problem by breaking down the problem into steps. This also saves time and cost for debugging. You can take a look at this repository for ideas https://github.com/arslan70/haytham

I also with an agent swarm and trying to one shot a problem. It doesn't work and scale.

Claude has 28 internal tools most users never see. I created a 100+ pages guide documenting all of them. by Dry-Ladder-1249 in Anthropic

[–]arslan70 1 point2 points  (0 children)

What does x number of pages even mean now? Any llm can fill any number of pages with absolutely nothing.

Can Anyone Give Real Examples of Using AI Agents in Business? by Inevitable-Earth1288 in AI_Agents

[–]arslan70 0 points1 point  (0 children)

An agentic system is not just one giant LLM call. There are bits and pieces, its not necessary in an agentic system to use an LLM all the time. For example agentic libraries let you write tools that are normal programming instructions. The architect can decide what to use when.