Lio runs nightly regression testing with Agentiqa

The a16z-backed procurement AI company now verifies its product — every night, in a real browser, before anything reaches a customer.

August 13, 2026Read time: 2 min

Agentiqa vs Playwright (2026): Should You Still Write Your Own E2E Tests?

Playwright gives you full control and a suite to maintain forever; Agentiqa tests your app with no scripts at all. An even-handed comparison with real costs, and a run-both recommendation for most teams.

August 4, 2026Read time: 11 min

Why Agentic QA Is More Than AI + a Browser

Getting an AI to drive a browser stopped being the hard part. The hard part is the verdict — pass or fail, reliably enough to act on. What a wrong verdict costs in both directions, and the checklist that separates a QA system from a browser agent.

July 29, 2026Read time: 12 min

Why All Your Tests Pass but Production Still Breaks

AI-written code passes more automated tests than human code and still carries about 1.7x more issues. Why the same-author blind spot, coverage theater, and mock-everything suites keep CI green while user flows break, and what to do about it.

July 24, 2026Read time: 7 min

Should the AI That Wrote the Code Write Its Own Tests?

Letting a coding agent test its own code produces green suites that prove little. What agent-written tests are good for, where they fail, and how to add verification the author can't game.

July 24, 2026Read time: 9 min

Founder Networking USA: The 2026 Map for Technical Co-Founders

If you're a technical founder who just relocated to SF or NYC for your accelerator batch, the first question isn't whether to network. It's where, with whom, and for how long. The US founder scene has...

May 30, 2026Read time: 9 min

Indie Hacker Tips for 2026: A Ship-Without-Breakage Playbook

Most indie hacker advice you read online still sounds like 2019. Ship fast, talk to users, build in public. All still true. None of it accounts for what actually changed: you’re now building an app in...

May 30, 2026Read time: 8 min

The US Startup Community Map for 2026: Where Vibe Coders, Indie Hackers, and Founders Actually Hang Out

If you're a founder in the US (or a UK-based one selling into the US) in 2026, there is no single "startup community." There are dozens — some free, some paid, some Slack-and-Discord-first, some subre...

May 30, 2026Read time: 8 min

12 Bootstrap SaaS Ideas for 2026 (Filtered for Solo Founders and Vibe Coders)

Most "SaaS ideas" lists age badly. Half of them were written for teams that would raise a seed round, and the other half don't know that one person with Cursor, Lovable, or Bolt can now ship in two we...

May 30, 2026Read time: 13 min

Remote Founder US: The 2026 Operating Model for Solo and Distributed Startups

Most "remote work" writing is for employees at companies with a People team. This is not that. This piece is for the US or UK founder whose team is a GitHub repo, a Stripe account, and a Slack workspa...

May 30, 2026Read time: 10 min

Indie Business in the US: A 2026 Guide to the Five Major Models

"Indie business" sounds like one thing. It isn't. A designer freelancing for agencies, a solo founder running a $10K MRR SaaS, a YouTuber with a paid newsletter, a Shopify store doing $500K a year, an...

May 30, 2026Read time: 10 min

US Accelerators in 2026: A Technical Founder's Comparison Guide

There are more serious US accelerators in 2026 than any technical founder can realistically track. YC still runs the playbook everyone copies. Techstars runs cohorts across a dozen cities. 500 Global,...

May 30, 2026Read time: 13 min

San Francisco Tech Events 2026: A Curated Calendar for Technical Founders

SF in 2026 has more tech events than any single founder can attend. The all-day calendar on Lu.ma is a reliable path to burnout. Most events are noise for a pre-seed or seed-stage technical founder. A...

May 30, 2026Read time: 8 min

NYC Startup Meetups 2026: A Curated Map for Technical Founders

NYC's startup scene is denser than most outsiders realize and lives in a handful of neighborhoods — Flatiron and SoHo for most things, Brooklyn for consumer and creative, Midtown for fintech and enter...

May 30, 2026Read time: 8 min

LA Venture Funds in 2026: A Stage-and-Sector Map for Founders

LA is the third-largest US venture market after SF and NYC and has pulled particularly hard in 2024–2026 on consumer AI, games, creator economy, and fintech. Most founders approach LA the way they app...

May 30, 2026Read time: 8 min

First QA Hire at a Startup: When (and Whether) to Make It in 2026

Three years ago, the answer to "when should we hire our first QA?" had a clean shape: somewhere between Series A and Series B, when the engineering team crossed 12–15 people and a senior engineer stop...

May 30, 2026Read time: 13 min

SaaS QA Roles in 2026: What the Job Actually Looks Like at an Early-Stage Startup

Most "QA engineer" job descriptions you can find online were written for a different role at a different kind of company. They list test-plan authoring, regression script maintenance, and ISTQB certif...

May 30, 2026Read time: 13 min

QA in SaaS Companies: How It Actually Gets Done in 2026

A search for "QA in SaaS companies" surfaces a lot of content about formal release processes, ISTQB-aligned test plans, and the QA function at companies with 200+ employees. Almost none of it describe...

May 30, 2026Read time: 12 min

How to Hire a Quality Assurance Engineer in 2026 (and What to Do While You're Hiring)

The honest framing for hiring a QA engineer in 2026 is that you should plan the search and the bridge at the same time. Average time to fill a QA Engineer req in the US is 78 days (LinkedIn data, 2024...

May 30, 2026Read time: 13 min

Quality Assurance in Software: A 2026 Founder's Guide for Modern SaaS

Most foundational guides on quality assurance in software were written for a different software industry. They describe formal test plans, dedicated QA functions, and the SDLC as a step-by-step waterf...

May 30, 2026Read time: 13 min

AI Test Case Generation: What It Produces in 2026 (With Real Examples)

AI can write tests. Not all the tests you need, not the tricky ones, not the ones that catch the bug you have never seen before. But a solid first draft of the obvious tests, faster than you would wri...

May 15, 2026Read time: 11 min

How to Test an AI Chatbot: UI, Behavior, and Regression

An AI chatbot is three products in a trench coat. There is the UI — the chat window, message list, input field, streaming response rendering, markdown parsing, code blocks, error states, send button,...

May 13, 2026Read time: 10 min

Self-Healing Tests: The Honest Version

Every AI testing vendor claims self-healing. Most mean something different. Some mean their framework retries a failed test three times before giving up. Some mean the tool tries a list of fallback lo...

May 10, 2026Read time: 10 min

Best AI Testing Tools in 2026: A Category Map, Not a Popularity Contest

There are roughly ten different things a tool can mean when it calls itself "AI-powered testing." Most lists pretend there is one. That is the problem. If you are comparing Applitools and Mabl by feat...

May 10, 2026Read time: 13 min

AI Visual Testing: What It Is, What It Catches, and What Still Needs a Human

AI visual testing is a category that means two different things. One school takes a snapshot of your UI — either a screenshot or a DOM tree — and uses AI to compare it to a baseline while ignoring noi...

May 10, 2026Read time: 10 min

Agentiqa Web: Local-First AI Testing, Now Available From Any Browser

The same visual AI agent that powers the Agentiqa desktop app now runs in your browser. Open a tab, describe a test, get a bug report with screenshots — in under a minute. No install, no scripts, no maintenance.

February 28, 2026Read time: 3 min

Building Is Cheap. Shipping Broken Is Expensive.

Your competitor just built the same app as you. In a weekend. With ChatGPT. This isn't a hypothetical. It's Tuesday. The Barrier to Building Has Collapsed Two years ago, launching a SaaS product meant...

February 15, 2026Read time: 5 min

How to Test Localhost with AI — Without Writing Test Code

Skip the code. Test your localhost with natural language and get bug reports in 30 seconds. Learn how AI-powered visual testing eliminates the choice between slow manual clicks and complex test automation.

February 12, 2026Read time: 7 min

What is Visual AI Testing? How AI Agents Find Bugs by Looking at Your App

Visual AI Testing uses computer vision to test your app the way a human would — by looking at the screen. Learn how it works, how it differs from visual regression testing, and when to use it.

February 11, 2026Read time: 7 min

What is Agentic Testing? The Future of QA Automation

Agentic testing uses autonomous AI agents to test software without scripts or selectors. Learn how it works, why it matters, and how it compares to traditional test automation.

February 8, 2026Read time: 8 min