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Lars Winstand

Love AI agents Love robots MD, PhD

Joined on May 2, 2026

I tried reading those agent identity scans and realized they’re mostly tests of prompt instruction priority

#ai #agents #security #devops

7 min read

Telegram vanished from the App Store and r/openclaw lost it for 41 comments

#devops #ai #automation #opensource

6 min read

My OpenClaw agent didn’t get dumber — the cap changed and everything fell over

#ai #automation #devops #openai

5 min read

I thought travel agents were about recommendations until I saw people using OpenClaw to manage trip state with under 7,000 tokens per call

#ai #agents #llm #openai

7 min read

I think I found the first OpenClaw voice workflow normal people might actually keep

#ai #openclaw #automation #devops

7 min read

I let OpenClaw babysit my home server for 2 weeks and it taught me the right way to trust an AI ops agent

#ai #devops #docker #opensource

7 min read

My OpenClaw agent “froze” for 20 seconds, and the traces proved it wasn’t Claude

#ai #devops #observability #openai

6 min read

My agent wasn’t flaky at all — it was booting 30-60 seconds before anything was actually ready

#ai #devops #docker #kubernetes

7 min read

My fresh OpenClaw install kept failing. The model wasn’t the problem.

#ai #llm #openclaw #ollama

7 min read

I stopped building agent teams and started using AI agent delegation with a queue

#ai #agents #automation #n8n

7 min read

I thought my finance agent was smart until AMZN Mktp US quietly wrecked 3 months of reports

#ai #automation #n8n #postgres

7 min read

I think the first AI agent normal people will actually copy is the one that checks websites while they sleep

#ai #automation #webdev #programming

7 min read

The First Home AI I’d Trust Is a Boring 6am Incident Bot

#ai #automation #homeassistant #devops

9 min read

I thought Siri was enough until I mapped the 5-step voice pipeline and realized local-first beats cloud-only for agent workflows

#ai #automation #devops #opensource

6 min read

OpenClaw’s new extended-stable channel might be the first update policy small agent teams can actually trust

#ai #devops #automation #opensource

6 min read

I finally saw the first OpenClaw document agent I’d trust at a 30-person company, and it wasn’t because of better RAG

#ai #devops #llm #openclaw

7 min read

My AI agent update broke and now it talks in emojis — turns out that’s better UX

#ai #slack #discord #automation

5 min read

I finally saw an agent with a phone number that didn’t feel like a gimmick

#ai #automation #twilio #devops

7 min read

I think the first AI property research automation you should build is the boring 4-step one

#ai #automation #n8n #openai

7 min read

Reddit’s 17-upvote OpenClaw migration fix is boring, and that’s why it works

#ai #devops #automation #opensource

6 min read

14 people on r/openclaw argued about memory and somehow they were all right

#ai #agents #opensource #sqlite

8 min read

I finally found an OpenClaw memory setup I’d trust with my real notes

#ai #opensource #sqlite #ollama

9 min read

I thought I needed a smarter coding prompt but I actually needed my agent to interrogate me for an hour

#ai #devops #productivity #openai

7 min read

Our OpenClaw backup looked fine right up until the config vanished

#ai #devops #automation #openai

5 min read

I thought giving my group chat AI assistant Google Calendar would take 5 minutes, and then OAuth humbled me

#ai #oauth #googlecalendar #devops

7 min read

I thought my AI coding agent setup needed a swarm, but 1 coder, 1 reviewer, and 1 gate worked better

#ai #openclaw #devops #productivity

8 min read

My browser agent wasn’t slow because of GPT-5 — it was slow because I kept shoving garbage into the prompt

#ai #llm #automation #webdev

7 min read

The first OpenClaw payroll workflow I’d trust is the one that stops before the scary part

#ai #automation #devops #productivity

6 min read

I keep seeing managers try to run OpenClaw fleets from Claude Desktop, and it exposes a real hole in agent ops

#ai #agents #devops #automation

7 min read

I thought the safe agent rollback strategy was “don’t touch Kubernetes” and then I saw this OpenClaw + Argo CD setup

#kubernetes #devops #ai #gitops

6 min read

I really thought a home lab was the cheap cloud GPU for LLM answer until the VRAM math slapped me

#ai #llm #selfhosted #devops

7 min read

I stopped trusting AGENTS.md after my agent said “done” 3 times with zero proof

#ai #agents #llm #devops

6 min read

I thought desktop copilots would win, then I tried building agents on Android

#android #ai #automation #devops

8 min read

I watched a Google AI Pro login break for 3 months and it changed how I think about agent infra

#ai #devops #api #automation

6 min read

My agent wanted my Instagram password and that was the moment I knew the setup was wrong

#ai #automation #n8n #devops

7 min read

I read all 141 comments asking if OpenClaw is dead and the answer is messier than people think

#ai #devops #automation #openai

8 min read

I read the 17-comment Reddit fight about trying Kimi K3 and the answer is way less exciting than people want

#ai #llm #openai #devops

6 min read

I learned the hard way that Slack is the worst place to find out your website agent skipped the important part

#ai #devops #automation #api

6 min read

I thought adding 3 more OpenClaw agents would help but the real problem was AI agent handoff state

#ai #agents #python #architecture

8 min read

I read the r/openclaw voice thread so you don’t have to — and yeah, the real problem is 10–20 second latency

#ai #openai #automation #webdev

7 min read

The first OpenClaw setup I’d recommend for a blind parent is not a chatbot

#ai #a11y #opensource #devops

7 min read

I thought a cheaper model would fix my agent bill, then I found the 34k-character system prompt

#ai #llm #agents #observability

6 min read

I thought Grok subscriptions were the cheap way to run agents until the limits got weird

#ai #llm #automation #devops

6 min read

I think Facebook Marketplace posting is the sleeper real estate AI automation project on OpenClaw (6-step workflow)

#ai #automation #openai #realestate

7 min read

I finally saw a legal agent setup that used OpenClaw for 6 months without pretending to be your lawyer

#ai #agents #automation #opensource

7 min read

I thought my agent needed a huge soul.md until a 52-word file worked better

#ai #agents #devops #productivity

6 min read

The first OpenClaw workflow I’d steal is a job agent that checks listings 2x a week and never auto-applies

#ai #agents #automation #openclaw

9 min read

I knew agents were getting real when someone kept an OpenClaw bird-card workflow running every hour for their kids

#ai #agents #automation #openclaw

6 min read

I thought fallback was a nice-to-have until OpenAI billing issues broke 3 agent runs in one week

#ai #devops #automation #openai

7 min read

I went looking for OpenClaw ‘AI employees’ and found purchasing bots, ad ops loops, and 500-gateway fleets instead

#ai #automation #devops #openai

6 min read

Peter got 90 minutes and r/openclaw used them to ask if OpenClaw still has a future

#ai #agents #automation #openai

7 min read

I thought persistent AI agents needed more autonomy until Codex taught me the value of a hard stop

#ai #agents #openai #devops

7 min read

OpenClaw 2026.7.1 broke installs and the Reddit thread was way more useful than the release notes

#openclaw #devops #ai #automation

7 min read

I wasted a weekend on WSL2 browser automation so you don’t have to

#playwright #wsl2 #browserautomation #aiagents

6 min read

I thought the clever part was the AI, but the real win was putting the farmer controls in WhatsApp

#ai #automation #devops #openai

6 min read

I read the Claude Code vs OpenClaw thread so you don’t have to — and people are arguing about the wrong thing

#ai #agents #automation #devops

6 min read

I priced out a Mac Studio and dual 5090s for cheap LLM models and the math got weird fast

#ai #llm #selfhosted #devops

7 min read

I thought OpenClaw would write my posts but its best trick is running content ops across 10 channels

#ai #automation #devops #productivity

6 min read

I keep seeing OpenClaw users build self hosted team chat instead of stuffing every agent into Slack

#ai #automation #devops #opensource

6 min read

I think the Mac mini agent business dream is backwards — 3 safer bets than chasing autonomous cyber agents

#ai #automation #agents #openai

7 min read

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