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8 contributions to AI Automation Society
Why Claude Max felt way less restrictive than Pro, even at 4x the usage
Between May 20 and June 1, I hit Claude's five-hour session limit 12 times on Pro. After moving to Max 5x, I hit it 3 times in the next 29 days. I wanted to know what was actually happening, so I mined 10 weeks of my own logs (the JSONL files Claude Code keeps under ~/.claude/projects). I found 18 session-limit hits across 10 weeks and 148 sessions: 12 on Pro, 3 around the upgrade, and 3 on Max 5x. A quick note: I was using subscriptions (like most people I assume), so these are not actual money I paid. I price the token fields in the logs at the API rates from the day they ran. That gives me one consistent unit for comparing very different models and token types, but it is still only a proxy for Anthropic's unpublished limit accounting. On Pro, 11 of the 12 hits happened after roughly $7.60-$16.80 of visible API-equivalent usage in that five-hour window. One outlier reached $24.40. The median was about $11. The reset countdowns added up to about 32 hours. That is time remaining until reset when each hit occurred, not a claim that I spent all 32 hours staring at the timer. In June 10, I started using Fable like every one else! I hit the limit three more times over the next 12 hours, and I upgraded. I treat those three hits as an ambiguous transition period rather than assigning them to either plan (I don't remember whether my limits reset or not). On Max 5x, the three hits landed at $58, $76, and $93 of visible API-equivalent usage. Anthropic says Max 5x provides five times Pro's per-session capacity. My API-value medians are closer to 7x. The part I did not expect was what happened to the distribution. My visible API-equivalent usage went from about $13 a day on Pro to $52 a day on Max, roughly 4x as much usage. With a plan offering 5x the per-session capacity, the naive expectation is that I should still hit the limit almost as often. I did not. The reason is that my usage is not spread evenly. The observed Pro hit level sat around the 57th percentile of my reconstructed Pro windows, so an ordinary busy window could cross it. The Max hit level sat around the 94th percentile of my Max windows. I generally needed one of my rare, bursty five-hour stretches to get there. That is the distinction that stuck with me: the limit itself is a quota, but whether I keep feeling it is a percentile question. The bigger plan did not just raise the ceiling. It moved the ceiling from the middle of my personal usage distribution into its tail.
Why Claude Max felt way less restrictive than Pro, even at 4x the usage
0 likes • 3h
It truly depends on your specific role and responsibilities. If you have a CTO, having the maximum plan may not be practical for your sales activities, lead outreach, and daily workflow management. In contrast, individuals engaged in technical work typically require the maximum plan to meet their needs.
1 like • 2h
@Brett Wilkerson I currently don’t have a max plan. The most I do with Claude that will burn my tokens will be to generate mock ups to show clients. things like landing pages. Other than that, I’m just using co-work, code, and chat for small tasks like cold outreach and automated posting on socials. With this workload, I have no need for the max plan.
Fable 5
Is fable 5 as good as they say or is it just hype?
website 5th version
I heard a lot that major business and freelancer having website for better inbound leads and then I learned about website for myself at starting the results are not that much good but now i think it feels good! this is the final look! lets see what you think about this website look and more things you feel?
website 5th version
0 likes • 3h
Amazing! Good job on this, your clientele will appreciate.
What do you get if you upgrade to AIS+?
Some of you have never heard of the AIS+ community. Others have but the part that trips you up is the actual difference between the two. Either way, this post will give you clarity. This free group is a bundle of quick resources pulled from my YouTube videos, plus a massive open community that anyone can join. It's a great place to get your bearings and see what's possible. But it's open to everyone, it can be noisy and overwhelming, and there's no path through it. You can get help from other members, but I rarely answer questions here. AIS+ is the opposite: - A step by step roadmap with a clear order, so you're never guessing what to do next - A much smaller community of people who are seriously committed to building and selling AI agents - I answer questions every day and run a weekly Q&A call where you can get direct access to me For the course material: The roadmap takes you from zero to building and selling AI agents, and the whole thing is built on the latest tech like Claude Code and Codex. We update it constantly. The old n8n material has been archived. It's still there if you want it, but it's no longer the focus, because the way you build today has moved on and the courses moved with it. Here's the actual roadmap inside, in order, with when each piece opens up: 1. Start Here (opens the moment you join). Gets you oriented. How the community works, the path ahead, and how to get help when you need it. 2. Build Your Portfolio (opens the moment you join). Why a portfolio matters, beginner level tutorials, and what types of projects to focus on. You end up with real work you can show a client. 3. Claude Code (opens the moment you join). This is now its own dedicated course. Build faster, turn ideas into working automations, and go deep on the tool serious builders are using right now. This takes you from beginner to advanced, step-by-step. 4. Get Your First Clients (opens after 30 days). Getting your first clients is hard, because you don’t have any case studies yet. So, we analyzed all of the success stories from our members and found they get their initial clients with two different techniques: warm outreach and Upwork. So, we teach both techniques in detail with exactly what to say, exactly how to position yourself when you have no proof.
0 likes • 3h
You get what you pay for!
Interesting funding news!!
For anyone running a local business. VCs just put $23.7M behind AI receptionists, and I think the signal matters more than the company. A startup called Pie came out of stealth with a $19.5M Series A led by Lightspeed. The founders built tools at Square and Toast. Now they build for salons, auto shops, gyms, and restaurants. (Source: Business Wire, June 30.) Two things it does: 📞 An AI voice receptionist that answers every call, 24/7, and books appointments. 🔎 Keeps the business easy to find where people search now: ChatGPT, Claude, Google Maps, Yelp. Not just Google. They claim 100,000+ calls handled and users seeing 15 to 20% sales growth year over year. Worth a grain of salt, those are the company's own numbers. Here's what I actually take from it. Two shifts are real whether or not you ever touch Pie: 1. A missed call is a missed booking, and most small businesses miss more than they think. 2. Customers have started asking AI tools where to go. Being invisible to ChatGPT is becoming the new being invisible to Google. You don't need a funded startup to act on either one. Both are buildable today with tools that already exist. How many calls do you reckon your business misses in a normal week? Most owners guess low.
Interesting funding news!!
0 likes • 3h
Ai receptionist will replace all VLR forms of communication!
1-8 of 8
Matthew Eddy
3
44points to level up
@matthew-eddy-7361
Mechanical engineering graduate. Working as a technician, then a barber. Now building AI automation solutions for businesses.

Active 25m ago
Joined Apr 22, 2026
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