The “just solve the CAPTCHA” advice for AI agents is starting to fall apart.
What’s actually happening on your end when a site blocks you?
Real workarounds or just frustration?
#AIAgents#CAPTCHA#Tech
Building around AI agents on the web.
Which of these is the biggest real problem today?
1. Legitimate agents blocked by CAPTCHAs with no good way through
2. Agents/bots polluting form leads and conversions
3. No clear record of what you authorized an agent to do
Reply with the number + your experience.
#AIAgents #AI #Startup
Has your AI agent ever done something you didn’t actually intend?
Did you have any clear record of what you authorized?
Would a simple scoped approval + log have helped?
Are AI agents and bots quietly wrecking your form leads and ad conversions?
How do you currently tell real customer activity from junk?
Curious what site owners are seeing right now.
#AI#LeadGen#Marketing
Legitimate AI agents keep getting blocked by CAPTCHAs.
Is this still a daily pain for you, or have you found workarounds?
What are you doing right now when a site throws a challenge?
#AIAgents#CAPTCHA#WebAutomation
@dctrades22 Yeah it really is. Once you know the malware is checking for a logged-in admin, the whole thing clicks but until then you’re just staring at a clean site wondering why Google’s screaming.
A WordPress plugin that hides itself from the admin panel, and shows malware only to Google and anonymous visitors
I found one, removed it, and Google cleared the warning. An article on how, plus what you should check after this week’s critical PHP update https://t.co/UXdaFgfXu8
Andrej Karpathy predicted the future of AI once again:
“Everyone’s renting frontier models for jobs a local 3B model could do. Small Local LLM's are the future.”
this 18-page PDF breaks down Karpathy's case for running that core on your own machine.
the real question isn't "is the local model as smart?"
It's "which of my 1000 calls ever needed the smart one?"
Google just dropped the best 1-hour course on Graph Engineering: from one agent to Loops and Graphs
00:00 – Your first AI agent
08:24 – Build agent memory
28:34 – Agentic loops
40:04 – How to build MCP
1:00:22 – Graph engineering
This 1-hour watch replaces any $500 course you could pay for.
Watch it, then try your first graph with the step-by-step guide below
Ex-Google Jeff Dean just released the best 1-hour lecture on AI engineering: from basics to Graphs
1:45 - LLM from scratch
17:22 - How to use AI models
30:03 - Prompt engineering
52:35 - One human coordinating 100 agents
27 years of building AI at Google, compressed into one hour.
Watch it, then read the full guide on Graph engineering below.