Hanzlah Malik

Hanzlah Malik

Building AI That Doesn’t Hallucinate
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About

Hi People 👋 I’m Hanzlah, part of the Barie.ai team. We’re building AI that prioritizes accuracy, evidence, and real execution, not hallucinations. Barie is designed to do deep research, cite sources, and handle multi-step tasks so users can genuinely trust the output. My goal is to help shape a future where AI isn’t just fast or impressive, but dependable, especially for people making real decisions. Barie represents the kind of AI I believe in: thoughtful, verified, and human-supportive. I’m here to learn from the Product Hunt community, exchange ideas on responsible AI, and connect with people who believe the next wave of AI should be built on truth, transparency, and real-world value.

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Barie.aip/barie-aiHanzlah Malik•

1d ago

What we’re learning while building Barie and where agentic AI still breaks

Hi everyone
Sharing a follow-up thought from the Barie team, building on what we discussed earlier around reliability-first AI.

As we ve gone deeper into agent design, one thing has become very clear: most failures don t come from bad models. They come from fragile systems around the model.

Context leaks.
Assumptions pile up.
Tools execute before understanding is complete.

In many agent setups today, the model is asked to reason, decide, and act in one tight loop. That s fast, but it s also where things quietly go wrong. Small misunderstandings compound into confident but incorrect actions.

Hanzlah Malik•

1d ago

We’re building an AI that remembers why decisions were made, not just what was said

Hey Product Hunt
I wanted to share a bit of what we ve been working on and get early thoughts from this community.

I m one of the makers behind Barie.ai. The problem that pushed us to build it is pretty simple but painful:

Most AI tools are great at fast answers.
They re not great at continuity.

In real work, context matters. Decisions stack. Assumptions change. And when an AI forgets earlier reasoning or invents missing pieces, things quietly break.

Hanzlah Malik•

1d ago

👋 Hey Product Hunt, builder here, obsessed with how AI actually thinks

Hi everyone, glad to finally introduce myself.

I ve been working in and around artificial intelligence for a while now, mostly focused on one question that keeps bothering me:
Why does AI sound confident but fall apart the moment things get complex?

I m one of the makers behind Barie.ai, where we re exploring AI as a system that can reason, remember, and execute across steps instead of just replying fast. Less chatbot energy, more dependable teammate.

What pulled me into this space wasn t hype or demos, but the gaps:

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