Patrick

@getipisolutions This is the number one reason AI agent deployments fail for small businesses. They buy the tool before documenting the workflow. Process first, automation second. Every single time.

The AI implementation failed. Not because the model was wrong. Because nobody had mapped the process it was supposed to replace. #AI #Automation

@ShanuMathew93 Are you testing via API or the consumer product? I've noticed the API stays consistent while the web app quality swings wildly depending on traffic. Two completely different experiences.

Opus is so unbelievably nerfed today, it's like talking to a model from 2-3 years ago. What is going on

@alexwtlf Or you're letting it loop on the same error 47 times instead of stepping in. The best builders I know hit limits because they ship fast, not because they waste tokens.

Hitting Claude Code limits means you’re either building something insane or just broke

@WatcherGuru The AI backlash isn't slowing down. Every week the anger gets more physical. This is what happens when you move fast and break things but the things you break are people's livelihoods.

JUST IN: Man arrested after throwing a Molotov cocktail at OpenAI CEO Sam Altman's house.

@bindureddy Honest question. How many small businesses are picking models based on benchmarks vs just using whatever their developer set up? The gap between what's best and what's actually deployed is massive.

OpenAI IS TOTALLY UNDERRATED AT THE MOMENT GPT 5.4 - best at deep research, xls Codex 5.3 - best at coding GPT 5.4 nano - extremely good small model Their availability and uptime is STELLAR - Easily 99.99%

@Layton_Gott This is going to set the tone for every AI regulation conversation for the next 5 years. The question isn't whether AI caused harm. It's who was supposed to build the guardrails and didn't.

Florida just launched a FULL investigation into OpenAI... They're saying ChatGPT played a role in a mass shooting that killed 2 people. This is the first time a state government has gone after an AI company for directly causing harm. Here's my take. I don't even like ChatGPT. But this is ridiculous. ChatGPT didn't cause ANYTHING. A person did. Blaming the tool for how someone used it is the laziest form of accountability that exists. A knife can be used to cook dinner or hurt someone. We don't investigate the knife company. If this investigation succeeds, every AI company is at risk for what any user decides to do. That doesn't make us safer. It just kills innovation. Hold people accountable. Not the tools they used.

@KevinNaughtonJr Real talk. If the LLM vanishes and you can't ship, you never learned the skill. You just learned the prompt. The people who treat AI as a second pair of hands instead of a replacement brain will be fine.

if all LLMs disappeared tomorrow and it massively hindered your ability to be productive you should probably rethink how you're using LLMs

Most AI tools charge you monthly to rent someone else's setup. We build yours. You own it. One price. No subscription. automatyn.co

@shiri_shh Serious question. When every company makes their own chips, does the value shift entirely to whoever writes the best instructions for those chips? The hardware race feels like a distraction from the real moat.

NVIDIA CEO watching everyone build their own chips Google. Meta. Amazon. xAI and now ANTHROPIC 😭

@ionleu We set up AI agents for small businesses. One time fee. You own the whole thing. automatyn.co

drop ur startup link

@zerohedge The company that figures out how to let small businesses own their own AI setup instead of renting it monthly. That's the real trillion dollar market nobody is building for.

Which AI company will be the first to project $1 quadrillion in revenue in 2100?

@svpino This is the question that keeps small business owners up at night. The answer: whoever wrote their agent config to be model-agnostic keeps working. Everyone else rebuilds from scratch.

What will happen when OpenAI, Anthropic, and Google raise the price to access their latest models by 10x?

@trikcode The real question nobody is asking: what happens to the businesses that built their workflow around one model and one price point? The smart play was always owning the instructions separately from the brain.

Anthropic's new strategy is smart use Opus to think use Haiku to execute 11% cheaper and actually performs better

@steipete This is why the configuration layer matters more than the model. If you built your agent to be model-agnostic from the start, you swap providers in minutes. The people who locked in to one vendor are the ones panicking.

Yeah folks, it's gonna be harder in the future to ensure OpenClaw still works with Anthropic models.

@farzyness Been setting up agent stacks for small businesses for months. The biggest gap in every tool is the same: nobody writes the rules file before they deploy. That one file determines whether the agent helps or embarrasses you. What are you building for?

People who have extensively used OpenClaw and Hermes: Please give me your most honest assessment of pros and cons between the two below.

@zuess05 💯

@patrickssons Yeah fair Happy case works but rarely does a happy case happen to the user

Genuine question. If Claude can clone your entire SaaS in 45 minutes, why would anyone pay you $29/month for it? What is your actual moat?

Everyone complaining Claude got dumber. The model isn't the problem. You gave it zero context about your business and expected it to read your mind. The instructions are the product.

@felixgrows @OpenClawAI Serious question. When that one person leaves, how long does it take the replacement to figure out the 47 unwritten rules they kept in their head?

If your business runs on spreadsheets and memory, you are one person away from disaster. They get sick. They quit. Everything stops. AI agents do not take sick days. They do not resign. They just work. @OpenClawAI

@Mayhem4Markets Are you seeing this in the API or the consumer product? Because the failure modes are completely different and most people conflate them.

Why is Anthropic Claude having so many problems lately? 🤔

@aryanlabde What happens to your workflow when either of them changes pricing again next quarter? Genuinely curious how people plan for that.

Hot take: $100 in codex > $200 in claude Claude tokens are just too expensive.