Alec

197 posts

Alec banner
Alec

Alec

@TheOneGroupAI

Founder The One Group. Helping businesses deploy AI agents that save time + increase revenue. In-house AI consulting | Agent builds | Openclaw Optimization

Florida Beigetreten Ocak 2026
117 Folgt36 Follower
Alec
Alec@TheOneGroupAI·
@joshelman Love my new set up! Local model works surprisingly well.
Alec tweet media
English
0
0
0
2
Josh Elman
Josh Elman@joshelman·
Amazing to see how everyone is regrouping and reformulating their OpenClaw setups since the Anthropic subscription ban. I feel like this is going to open up so many creative solutions and making this much more mainstream to package up
Ramya Chinnadurai 🚀@code_rams

OpenClaw just got expensive. Here's what actually changed and what to do about it. Anthropic blocked Claude subscription from being used with OpenClaw. That means you can no longer pay a flat $200/month and get unlimited Opus access for your agents. For anyone who doesn't know: OpenClaw turns AI into a digital worker. It codes, replies, schedules, builds, all running in the background while you do other things. Opus was the engine behind it. Best reasoning, best planning, best at running other models. Now you pay per use through the API. No more flat rate. So smart builders are splitting the workload: 1. Opus API for decisions and planning only (the expensive part, used sparingly) 2. ChatGPT for coding tasks (most people already have this) 3. Free/cheap models like Gemma, Qwen for background tasks, scans, scheduling, simple stuff You don't use the most expensive model for every small task. You route each task to the right model for the job. My take: This is going to separate two groups very quickly. People who understand how to build with AI agents properly. And people who just used it because one subscription made it easy. The flat fee made it simple. Now it takes real understanding. If you're serious about using AI to run parts of your work, this is the setup to learn. Not optional anymore.

English
2
0
26
8.2K
Alec
Alec@TheOneGroupAI·
@steipete @ArunMohanTP This is my set up to reduce cost by token usage. Very suprised how many tasks Ollama/Kimi can handle locally.
Alec tweet media
English
0
0
0
2
Peter Steinberger 🦞
Anthropic now blocks first-party harness use too 👀 claude -p --append-system-prompt 'A personal assistant running inside OpenClaw.' 'is clawd here?' → 400 Third-party apps now draw from your extra usage, not your plan limits. So yeah: bring your own coin 🪙🦞
English
441
244
4.7K
1.2M
Alec
Alec@TheOneGroupAI·
@gkisokay Here is the setup I have been using, seems to work exceptionally well.
Alec tweet media
English
1
0
1
58
Graeme
Graeme@gkisokay·
A lot of people are jumping from Claude to ChatGPT 5.4 and then immediately complaining it underdelivers. Trust me, if its on Extra-High reasoning, it can do what Opus 4.6 does, if not better in some cases. This morning it one-shot an A2A workflow for me. Opus 4.6 failed 2x ChatGPT 5.4-mini failed 2x MiniMax M2.7 failed 2x I gave GPT 5.4 Extra-Reasoning (using the Codex app) the opportunity and it simplified, wired, and amended the multi-agent workflow in its first try. This is good tech.
Graeme@gkisokay

Anthropic just banned Claude subscriptions from powering OpenClaw. Here's why my stack was already built for this. I never ran Opus 4.6 through a subscription for OpenClaw or Hermes. It runs in Claude Code for complex external dev only. Same with GPT-5.4 in Codex. The internal agent runtime is a completely different stack: 1. Qwen3.5 9B runs locally. $0. Always on. Feeds the subconscious ideation loop 24/7. Beats GPT-OSS-120B by 13x. Awesome. 2. MiniMax M2.7 is the agent's backbone. 97% skill adherence, built for agents, $0.30/M tokens. The $10 plan allows for 1500 calls every 5 hours. Amazing. 3. GPT-5.4 mini is the Hermes brain. debates ideas with the subconscious, builds output, ~$0.075 avg per run. It's smart enough to orchestrate your entire system, and you can actually use your subscription plan here via OAuth. Incredible! Over the last 24 hours, the subconscious ran 15 times, for a total of $1.58. Not too shabby for an always-improving agentic system. The lesson is to build your agent stack on a multiple LLM stack. Local models handle volume. Generous subscription models handle execution and judgment. You own the cost structure. Full-stack breakdown in the table. (see image)

English
15
2
52
15.1K
Alec
Alec@TheOneGroupAI·
Anthropic's Claude paid subscriptions just doubled. Meanwhile OpenAI shut down Sora. The pattern? AI tools that solve real workflow problems win. Tools that are just 'cool' don't. For your SMB: ✓ Use AI for repetitive tasks (invoices, scheduling, reports) ✗ Skip the flashy stuff that doesn't integrate Boring automation > Exciting experiments
English
0
0
0
20
Alec
Alec@TheOneGroupAI·
@coreyganim Here is what we use to optimize our LLMs to help reduce cost. Would love to hear what other people are doing:
Alec tweet media
English
0
0
1
314
Corey Ganim
Corey Ganim@coreyganim·
Most people install OpenClaw, connect a channel, and never touch the workspace folder. That's like hiring an employee and never giving them a job description. The 80/20 of a perfect setup: 1. AGENTS.md is your highest-leverage file. Core directives, hard rules, tool instructions. Keep it under 300 lines. 2. Three identity files: IDENTITY.md (who the agent is), USER.md (who you are), SOUL.md (how it communicates). 3. Skills folder: one SKILL.md per workflow. Meeting prep, content writing, email drafts. Each one turns a 20-minute task into a single command. 4. Memory folder: daily logs at memory/YYYY-MM-DD.md. Without this, every session starts from zero. 5. .secrets folder: API tokens go here, never in AGENTS.md. Gitignore it. 6. HEARTBEAT.md: controls what your agent does on scheduled check-ins. This is how you make it proactive. Get AGENTS.md right first. Everything else is optimization. Full guide below.
Corey Ganim@coreyganim

x.com/i/article/2036…

English
17
18
283
57.9K
Alec
Alec@TheOneGroupAI·
@NotSoEasyMoney Use a mix of local models & LLMs. Here is what we use and avg. $40/month. Olama/Kimi can handle most of the small tasks:
Alec tweet media
English
2
0
2
254
Alec
Alec@TheOneGroupAI·
@Shpigford @openclaw Use a mix of local models & cloud LLMs. Here is what we use and avg. $40/month. Olama/Kimi can handle most of the small tasks:
Alec tweet media
English
0
0
0
13
Josh Pigford
Josh Pigford@Shpigford·
been using claude via API in @openclaw today out of curiosity on what costs would be. it's been a relatively light day of interaction. no explicit programming work, though opus did write a couple of one-off scripts for processing data. used $32 in ~8 hours.
Josh Pigford tweet mediaJosh Pigford tweet media
English
25
0
51
12.8K
Alec
Alec@TheOneGroupAI·
Qodo raised $70M because AI writes code faster than humans can verify it. The SMB lesson? Automation creates a NEW bottleneck: quality control. Whether it's AI-generated content, code, or customer emails—you still need a human in the loop. Build your process like this: AI generates → Human verifies → System deploys Speed without accuracy is just faster mistakes.
English
2
0
0
12
Alec
Alec@TheOneGroupAI·
ScaleOps just raised $130M to automate cloud infrastructure. Translation for SMBs: You don't need a DevOps team anymore. Tools that auto-scale your resources are becoming commodity. What to do: 1. Audit your current cloud spend 2. Look for 'auto-scaling' features in your existing tools 3. Set budget alerts (the safety net) Let the robots optimize your bills.
English
0
0
0
13
Alec
Alec@TheOneGroupAI·
@pmarca Agreed!
English
0
0
0
40
Marc Andreessen 🇺🇸
I'm calling it. AGI is already here – it's just not evenly distributed yet.
English
1.3K
868
10.2K
1.2M
Alec
Alec@TheOneGroupAI·
Tonight's wins: ✅ Fixed mobile navigation on ALL 11 website pages ✅ Hamburger menu + tap-friendly dropdowns ✅ New skills: Browser-use + 1Password ✅ Gmail integration → daily reports ✅ Mission Control dashboard ✅ OpenClaw install script for clients TheOneGroup.info now works flawlessly on phones. Building in public hits different when you ship daily.
English
0
0
0
34
Alec
Alec@TheOneGroupAI·
AI adoption is up but trust is down. Here's what that means for your SMB: Customers are getting skeptical of AI-powered everything. The move? → Don't hide your automation—own it → Frame it as 'faster service' not 'AI magic' → Always have a human escape hatch Transparency > Hype
English
1
0
1
15
Alec
Alec@TheOneGroupAI·
New open-source tool: PromptPerfect optimizes your prompts automatically. Why this matters for SMBs: You've been using AI wrong if you're typing the same prompts over and over. The pros: → Template their best prompts → A/B test variations → Version control what works Your prompts are assets. Treat them like code: - Document what works - Refine based on output quality - Share with your team Better prompts = cheaper API costs + better results. Optimize once, benefit forever.
English
0
0
0
9
Alec
Alec@TheOneGroupAI·
Full OpenClaw stack transparency: 8 agents → smart router → 5+ LLM providers AGENTS: 🔍 Arlo (research) ✍️ Dante (content) 📧 Iris (outreach) ✅ Abby (QA) 💻 Dev (code) ⚙️ Opal (ops) 📊 Rico (analytics) 🎧 Jerry (support) ROUTING: <8K tokens: Ollama (FREE) 8-15K: Haiku ($0.80/1M) 15-100K: o3-mini ($1.10/1M) >100K: Claude Sonnet ($3/1M) SKILLS: 📧 Gmail | 🐦 Twitter | 💼 LinkedIn 📅 Calendar | ✅ Todoist | 📊 Sheets 👤 Apollo | 🎨 Canva | 🚀 Netlify Cost: $150/month Compare: 8 employees = $30,000/month Full breakdown: theonegroup.info/openclaw-setup… What am I missing? Add suggestions below ⬇️
English
0
0
0
16
Alec
Alec@TheOneGroupAI·
Yeah - the middleware also has emergency fallback logic: If a model throws a rate limit or context error, it auto-retries with the next tier up. So if Haiku/Olama chokes on something unexpectedly complex, it bumps to o3-mini. If that's still not enough, falls back to Sonnet. Prevents those 2am "task failed" notifications. The routing table is weighted so 90% of tasks never leave the cheap tier.
English
0
0
0
105
Kun Chen
Kun Chen@kunchenguid·
@TheOneGroupAI interesting.. that assumes "context size" = "task complexity" which may not always hold, right? "help draft my next week's schedule" for example is a ver short prompt but is incredibly difficult to plan right
English
1
0
1
119
Alec
Alec@TheOneGroupAI·
🟢 <30k tokens → Haiku/Ollama ($0-0.80/1M) 🔵 30k-100k tokens → o3-mini ($1.10/1M) 🔴 >100k tokens → Claude Sonnet ($3/1M) Before: GPT-4o hitting rate limits on large tasks After: 3x cost savings Key: Check size FIRST, route to cheapest capable model. Full breakdown: theonegroup.info/blog/openclaw-…
English
2
0
2
152
Alec
Alec@TheOneGroupAI·
Someone built a website that runs itself using n8n + local LLMs + RSS feeds. No cloud dependencies. No API costs. 100% automated. The SMB playbook here: 1. n8n (free) for workflow automation 2. Local LLMs (Ollama, etc.) for content generation 3. Docker to run it all Your automation doesn't need enterprise budgets anymore. A $0/month AI stack is real. The barrier isn't money—it's knowing how to wire the pieces together.
English
0
0
1
15
Alec
Alec@TheOneGroupAI·
Here is what I switched to, not perfect but adjusting as I go: 🟢 <30k tokens → Haiku/Ollama ($0-0.80/1M) 🔵 30k-100k tokens → o3-mini ($1.10/1M) 🔴 >100k tokens → Claude Sonnet ($3/1M) Before: GPT-4o hitting rate limits on large tasks After: 3x cost savings Key: Check size FIRST, route to cheapest capable model. Full breakdown: theonegroup.info/blog/openclaw-…
English
0
0
0
346
Florian Salbrechter
Florian Salbrechter@flow_goes_indie·
How to fix your OpenClaw: Option 1: panic, search Twitter and Google for hours, read the 48th blog post, and keep spinning Option 2: switch to openai-codex/gpt-5.4 and just try it
English
33
0
133
13.7K