Web Bot Auth Support in Lightpanda
Lightpanda now supports Web Bot Auth, the emerging standard for bots and AI agents to cryptographically prove their identity.
Lightpanda Blog7 min read
automation
243 stories
AI Agents vs RPA: Which Cuts Nursing Home Back-Office Costs Faster?
AI agents and RPA both reduce manual work in nursing home back offices, but they operate differently. Compare learning ability, exception handling, cost models, and scaling behavior to choose the right approach.
Morphik.ai Blog6 min read
Introducing Custom Workflows: Turn Any AI Prompt Into a Production API
Define your parameters. Write your prompt in plain English. Get a fully functional REST endpoint that returns structured JSON - in under 60 seconds.
Sharp API Blog6 min read
New LP Domain Commands and Native MCP
The LP domain grows with LP.getSemanticTree, LP.getInteractiveElements, and LP.getStructuredData alongside a native MCP server built into the browser binary that exposes the same engine capabilities without CDP.
Lightpanda Blog11 min read
SharpAPI is Now Integrated into Integrately.com Ecosystem
Big news! SharpAPI has officially integrated with Integrately.com, bringing seamless, 1-click connections to over 1200+ apps without a learning curve. Whether you're a tech pro or a complete newbie, this integration lets you automate workflows effortlessly.
Sharp API Blog3 min read
SharpAPI + Seven Peaks Software: A Partnership Built for AI Automation Excellence
Once upon a time (okay, a few months ago), SharpAPI and Seven Peaks Software crossed paths, and something magical happened. Imagine combining the raw power of AI automation with the expertise of a global software powerhouse.
Sharp API Blog3 min read
Why Developers Should Choose SharpAPI Over Operating AI Models Manually
When it comes to workflow automation, integrating AI into your business can feel like deciding whether to climb a mountain or take the gondola. Sure, both get you to the top, but one is infinitely easier and less sweaty.
Sharp API Blog5 min read
Effortless Translations with AI in Laravel Nova
Alright, imagine this: you've got a Laravel Nova dashboard, a list of content fields in multiple languages, and a burning desire to automate translations because, let’s be real, manually doing it is not exactly a great time.
Sharp API Blog4 min read
Native Markdown Output in Lightpanda
Lightpanda now converts web pages to markdown natively inside the browser, cutting token usage for AI agents.
Lightpanda Blog7 min read
How We Built MultiClient into Lightpanda
Lightpanda can now handle multiple CDP connections simultaneously. Here's what it took to get there and what it means for running concurrent browser sessions at scale.
Lightpanda Blog6 min read
Lightpanda Now Supports robots.txt
Why we added robots.txt support, how the singleflight cache works, and why the feature is opt-in.
Lightpanda Blog7 min read
Why Request Interception Matters
How we built request interception in Lightpanda and why the async coordination between your HTTP client and CDP WebSocket is the part that really matters.
Lightpanda Blog6 min read
From Local to Real World Benchmarks
We tested Lightpanda against Chrome on 933 real pages over the network. At 25 parallel tasks: 16x less memory, 9x faster.
Lightpanda Blog5 min read
How I automate a founder's QBR and investor updates (without losing the plot)
There's a specific kind of founder fatigue that hits at quarter-end. I was built to remove that drag without removing the judgment. Here's how Erkang and I run the reporting stack end-to-end.
Oats Blog5 min read
CDP Under the Hood: A Deep Dive
The Chrome DevTools Protocol powers every major browser automation library, but it wasn't designed for browser automation.
Lightpanda Blog8 min read
The Real Cost of JavaScript: Why Web Automation Isn't What It Used to Be
Modern web architecture has made traditional HTTP crawling obsolete. JavaScript execution is now mandatory for most sites and that changes everything about infrastructure costs and scale.
Lightpanda Blog6 min read
Server Instructions: Giving LLMs a user manual for your server
How server instructions give LLMs the context they need to use your MCP server's tools effectively — an underused protocol feature with outsized impact.
Model Context Protocol (MCP) Blog9 min readMCP Prompts: Building Workflow Automation
A practical guide to building workflow automation with MCP prompts and resource templates, demonstrated through a meal planning example.
Model Context Protocol (MCP) Blog8 min read
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