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4 contributions to AI Automation Society
How to Create a Cold Email System for a Local, Non-Tech Niche (Construction)
Hi everyone! 👋 I've decided that cold email will be my primary prospecting channel in the construction industry. I've researched the strategy and some tools, but I've never created a sending system, so I would greatly appreciate the practical experience of those who do it daily. 3 questions: 1) Lead data: For a local/traditional niche, what allows you to obtain the email address of the decision-maker? Apollo, Hunter, Apify, or manual data extraction? 2) Email setup: How to achieve a good deliverability rate from scratch? Dedicated domain(s) + lead warm-up + which sequencer (Instantly, SmartLead, or another)? And what daily inbox volume should I aim for to avoid spam? 3) Response rate: What factor has most influenced your response rate: the copy, personalization, follow-up, or the offer itself? Does anyone have experience selling in the construction sector? I'd love to know what the differences are between these markets. Any input is appreciated 🙏
1 like • 8d
@Mofedul Alam Joy Hey Mofedul, this is gold — really appreciate you taking the time. 🙏
Openclaw or Hermes?
Can anyone who has used both Hermes and Openclaw tell me which one they recommend and what the difference is?
1 like • 16d
@Mike Donk Thanks for your clarification
2 likes • 16d
@Alexandre Alves Thanks, now I know where to aim.
🚀New Video: GLM 5.2 in Claude Code is Blowing My Mind
I switched Claude Code over to GLM 5.2 and ran it all day. It's a 756 billion parameter open source model you can route straight into the Claude Code harness for about five times cheaper than Opus, and for most of my knowledge work it held up fine. In this one I show you what it can build, where it beats Opus and where it doesn't, and exactly how to set it up so you can switch between models per project. Here's the config I use. Drop this into your .claude/settings.local.json and swap in your own Z.ai key: "env": { "ANTHROPIC_BASE_URL": "https://api.z.ai/api/anthropic", "ANTHROPIC_AUTH_TOKEN": "your-z-ai-api-key-here", "ANTHROPIC_API_KEY": "", "API_TIMEOUT_MS": "3000000", "ANTHROPIC_DEFAULT_OPUS_MODEL": "glm-5.2", "ANTHROPIC_DEFAULT_SONNET_MODEL": "glm-5.2", "ANTHROPIC_DEFAULT_HAIKU_MODEL": "glm-5.2", "ANTHROPIC_SMALL_FAST_MODEL": "glm-5.2", "CLAUDE_CODE_SUBAGENT_MODEL": "glm-5.2" }
3 likes • 16d
🔥🔥🔥
Welcome! Introduce yourself + share a career goal you have 🎉
Let's get to know each other! Comment below sharing where you are in the world, a career goal you have, and something you like to do for fun. 😊
1 like • 16d
@Frank van Bokhorst Greetings
4 likes • 16d
@Cotie Wilson welcome
1-4 of 4
Matias Calvo
3
4points to level up
@zenith-evolution-7672
Soy Matías tengo 17 años vengo del fútbol y estoy construyendo una Agencia IA enfocada en construcción. Abierto a colaborar, intercambiar y aprender.

Active 22m ago
Joined Mar 30, 2026
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