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Show HN: Bytesalt – AI that finds bugs Playwright tests miss

https://bytesalt.com
1•deepankvora•1h ago
Hey! I built Bytesalt and excited to share it here.

Every engineering team I've been part of has had the same problem. Playwright (or similar) scripts pass, yet critical bugs showed up when real users used our software. I don't think this is because Playwright is inherently bad - it is doing its job perfectly well - testing exactly what we told it to test.

The problem is - real world bugs happen because we didn't think to test a particular path - think a support widget covering the checkout button on smaller screen phones, or a race condition when clicking through buttons in a particular order. These kind of things need real humans to test software - but that is too expensive, slow and doesn't scale, especially with the pace of software development today.

With Bytesalt - you can describe what you want in plain English (for example- "Test the checkout flow on mobile") and Bytesalt fans out the work across parallel AI agents that simulate real users. Each agent explores the app with a different lens such as - functional QA, UX/Visual, usability, accessibility and security. Finally an agent collects all the results and produces a final bug report.

It has a web interface for humans as well as a CLI that can be integrated with CI/CD tools or used by coding agents.

You can try it on bytesalt.com (free tier - no credit card). A simple prompt, for example - "Test https://www.craigslist.org for usability on an iPhone. Check only above the fold. Report a single issue and stop. Do not explore."

Would love to hear any feedback. What would make this useful for your workflow? What's missing?

Palabre – Make two AI coding agents debate a decision in your terminal

https://palab.re/en
1•JuReyms•21s ago•0 comments

Narratives of Kingship in Eurasian Empires, 1300–1800

https://library.oapen.org/bitstream/handle/20.500.12657/38042/9789004340541_webready_content_text...
1•joebig•23s ago•0 comments

The Anti-Palantir Manifesto

https://nym.com/blog/anti-palantir-manifesto
2•eustoria•1m ago•0 comments

Can you build a recognizable World Map in under 500 bytes?

https://www.experimentlog.com/blog/building-a-world-map-with-only-500-bytes
1•iweczek•1m ago•1 comments

That's an interesting starting point. Who is made out of meat?

https://thelonggoodbye.net/p/thats-a-really-interesting-starting
1•adamfletcher•1m ago•0 comments

How to figure out what you want

https://hils.substack.com/p/how-to-figure-out-what-you-want
1•jger15•2m ago•0 comments

Show HN: Reminal – A zero-config SSH alternative (no open ports, no keys)

https://github.com/harshalgajjar/reminal
1•harshalgajjar•2m ago•0 comments

Freedom Isn't Free (2018)

https://logicmag.io/failure/freedom-isnt-free/
1•robtherobber•3m ago•0 comments

The GNU Emacs Architecture: Unlocking the Core [pdf]

https://www.diva-portal.org/smash/get/diva2:2052282/FULLTEXT01.pdf
1•cenazoic•3m ago•1 comments

Ethical NBA Championships, Ranked

https://pudding.cool/2026/06/ethical-champions/
1•surprisetalk•5m ago•0 comments

Trust Is Not Governance

https://www.blackhc.net/essays/trust_is_not_governance/
1•blackhc•5m ago•0 comments

Applying Artificial Intelligence to Trading (2021)

https://www.hudsonrivertrading.com/hrtbeat/ai-trading/
1•eustoria•6m ago•0 comments

The Goldilocks customizable select height

https://jakearchibald.com/2026/goldilocks-select-height/
1•eustoria•6m ago•0 comments

Cloudflare Attribution Business Insights

https://blog.cloudflare.com/attribution-business-insights/
1•sourcecodeplz•7m ago•0 comments

The test suite was the incident

https://christophermeiklejohn.com/ai/zabriskie/agents/reliability/testing/2026/06/10/the-test-sui...
1•azhenley•7m ago•0 comments

Canada to compete in the 2027 Eurovision Song Contest

https://www.politico.eu/article/canada-joins-eurovision-song-contest/
1•JumpCrisscross•7m ago•0 comments

Show HN: GovAuctions.app now in US,UK,CA,AU with deal scores and bid estimates

https://govauctions.app
1•player_piano•8m ago•0 comments

Employers who laid off workers citing AI are starting to regret it

https://www.cnbc.com/2026/07/01/employers-who-laid-off-workers-for-ai-are-reversing-their-decisio...
2•rustoo•8m ago•1 comments

Show HN: Clockjumper – An Intervibed Project

https://clockjumper.com/
1•HaphazardGuess•9m ago•0 comments

Aurum Foundation Says It's an AI Infrastructure Provider. It's a Ponzi Scheme

https://www.disruptionbanking.com/2026/06/29/we-sat-in-on-aurum-foundations-recruiting-call-they-...
1•bmcdresson•9m ago•0 comments

Context window exhaustion is a practitioner problem, not just a system problem

https://truenorthagentic.com
1•MathewCrawford•9m ago•0 comments

Recursive AI Research Skill for Claude Code / OpenClaw / Codex

https://github.com/Toadoum/ai-research-skill
2•Toadoum•9m ago•0 comments

Loqa: Free Discord Alternative

https://loqa.chat/
1•MrBuddyCasino•11m ago•1 comments

Marine expedition uncovers 31 new species in two weeks

https://www.theguardian.com/environment/2026/jun/26/marine-expedition-uncovers-31-new-species-two...
1•gmays•11m ago•0 comments

I Built a Watchman for My Servers

https://akashrajpurohit.com/blog/i-built-a-watchman-for-my-servers/
2•ghostfoxgod•11m ago•0 comments

How to (Not) Spend $10k/Wk on Coding Agents

https://allenpike.com/2026/how-to-not-spend-10k-on-coding-agents/
2•dennispi•12m ago•0 comments

The Complete Guide to Caveman

https://aifordevelopers.substack.com/p/the-complete-guide-to-caveman
3•hamidreza23•13m ago•0 comments

Three HPC Gurus Ask: Do We Still Need GPUs?

https://www.nextplatform.com/compute/2026/06/30/three-hpc-gurus-ask-do-we-still-need-gpus/5264552
2•rbanffy•13m ago•0 comments

The Fonts of the U.S. Federal Courts

https://daringfireball.net/2026/05/the_fonts_of_the_us_federal_courts
2•JumpCrisscross•15m ago•0 comments

Show HN: Thumbprint – A network fingerprint observatory

https://thumbprint.me/
1•elpy1•18m ago•0 comments