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Mabl vs. Mechasm: From low-code recordings to agentic E2E testing

https://mechasm.ai/blog/mabl-vs-mechasm
1•sleepless02•17h ago

Comments

sleepless02•17h ago
Software testing is moving away from the manual "record and playback" sessions popularized by tools like Mabl. While low-code was a huge step up from Selenium, we're seeing a shift in 2026 toward agentic AI platforms that reason through user journeys rather than just replaying clicks.

I put together this comparison to look at the evolution of the stack:

The Shift: Moving from brittle, session-based recordings to natural language agents.

The Goal: Reducing the "maintenance trap" where engineers spend 40% of their time fixing broken tests.

The Tech: How reasoning-based agents (Mechasm) differ from DOM-traversal scripts (Mabl).

Where do you think E2E testing is headed in 2026? Are we finally at the point where we can trust autonomous agents in the deployment pipeline, or is the "recorded script" still the safer bet for reliability?

The VC incentives behind the AI landgrab strategy

https://theredline.versionstory.com/p/why-cant-43b-in-legal-ai-investment
1•jpbryan•31s ago•0 comments

Your next primary care doctor could be online only, accessed through an AI tool

https://www.npr.org/sections/shots-health-news/2026/01/09/nx-s1-5670382/primary-care-doctor-short...
1•pseudolus•31s ago•0 comments

Local Email Debugging with Mailpit

https://www.jeffgeerling.com/blog/2026/mailpit-local-email-debugging/
1•mikece•2m ago•0 comments

Slowly booting full Linux on Intel 4004 for fun, art, and absolutely no profit

https://dmitry.gr/?r=05.Projects&proj=35.%20Linux4004
1•thunderbong•2m ago•0 comments

Putting the "You" in CPU (2023)

https://cpu.land/
1•vinhnx•3m ago•0 comments

Model predicts optimal cooling and aging for stronger, lighter aluminum alloys

https://techxplore.com/news/2025-12-optimal-cooling-aging-stronger-lightweight.html
1•PaulHoule•4m ago•0 comments

Show HN: Compliant WhatsApp campaign service after seeing businesses get banned

https://whateazy.com/
1•ADCXLAB•5m ago•1 comments

Lies, Damn Lies, and Semantic Versioning

https://medium.com/livefront/lies-damn-lies-and-semantic-versioning-2b6bc98ccff4
1•pinjasaur•5m ago•0 comments

Ask HN: What's the best bang-for-your-buck agent?

1•emerongi•6m ago•0 comments

Humans made poison arrowheads thousands of years earlier than previously thought

https://www.scientificamerican.com/article/humans-made-poisoned-arrowheads-thousands-of-years-ear...
1•teleforce•7m ago•0 comments

Orient Express Routes

https://en.wikipedia.org/wiki/Orient_Express
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Early-stage fundraising is starting to demand the outcomes it was meant to fund

https://thekylehudson.substack.com/p/why-were-pressing-pause-on-fundraising
1•kylemhudson•10m ago•1 comments

Show HN: PriceArb – find short-term mispricings in prediction markets (NFL)

https://pricearb.com
1•fullstackchris•10m ago•0 comments

Amiga Pointer Archive

https://heckmeck.de/pointers/
1•erickhill•11m ago•0 comments

Knock-to-Unlock Stripe integration vulnerability

https://railsbilling.com/blog/knock-to-unlock
1•brunosutic•11m ago•0 comments

Why robots still can't match humans – and what's holding them back

https://news.sky.com/story/why-robots-still-cant-match-humans-and-whats-holding-them-back-13492374
1•austinallegro•13m ago•0 comments

Probabilistic Software Engineering, Demystified

https://shiftmag.dev/probabilistic-software-engineering-demystified-7500/
1•taubek•13m ago•0 comments

MeshCore – Off grid mesh radio communications system

https://meshcore.co.uk/
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We Are Still the OS

https://www.gwendall.com/notes/we-are-still-the-os
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Xous: A Pure-Rust Rethink of the Embedded Operating System [video]

https://www.youtube.com/watch?v=BbWWGkyIBGM
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Wordle Solver Tool

https://5letterlexicon.com
1•TheMashaBrand•17m ago•0 comments

This Week in Rails: January 2, 2026

https://rubyonrails.org/2026/1/2/this-week-in-rails
1•amalinovic•18m ago•0 comments

Why AI is pushing developers toward typed languages

https://github.blog/ai-and-ml/llms/why-ai-is-pushing-developers-toward-typed-languages/
1•mikece•21m ago•1 comments

Show HN: Challenging NYC noise cameras with acoustic physics arguments

https://nycnoisecameraticket.com
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Metabase Community Data Stack Report 2025

https://www.metabase.com/blog/metabase-community-data-stack-report-2025-key-analysis
1•mooreds•23m ago•0 comments

Designing an IPv6-native P2P transport – lessons from building I6P

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2•TheusHen•23m ago•1 comments

Handling secrets (somewhat) securely in shells

https://linus.schreibt.jetzt/posts/shell-secrets.html
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I built an AI that generates production-ready Shopify apps from a prompt

https://www.getviber.dev/
1•Gandalfgrey•23m ago•1 comments

Quick Start Guide for Bluesky-Curious Econ Lovers (2024)

https://aaronsojourner.org/for-bluesky-curious-econ-lovers/
1•mooreds•23m ago•0 comments

"Ungentrified" Craigslist may be the last real place on the Internet

https://www.wired.com/story/is-craigslist-the-last-real-place-on-the-internet/
1•nxobject•24m ago•0 comments