4,433 stories
It’s 2:10 a.m., and a procurement agent has started reading a vendor-banking table it has never touched. Then it starts drafting supplier payment changes. The...
A support agent’s faithfulness scores on refund questions have been sagging for three days. An engineer reads twenty traces, adds two sentences to the system...
A ticket comes in: the claims-triage agent’s replies are too long. A coding agent picks it up, edits one sentence in the system prompt and...
A bank can tell you how many servers it runs, down to the last rack. Ask how many AI agents are running, and the answer...
NetworkChuck's 32-min OpenClaw tutorial is great for setup. But it skips model routing, spending caps, and skill vetting. Here's the companion guide.
MCP vs direct API: MCP tool definitions can eat 55K tokens before your agent reads a request. Here is when MCP is worth it and when direct API wins.
OpenClaw compaction summarizes old messages to save tokens. It's not a bug. Here's when it triggers, what the safeguard log means, and how to control it.
Connect OpenClaw to Telegram with BotFather: create your bot, copy the token, paste it into config. Full 5-step walkthrough plus the common errors.
Hermes couldn't start, backend exited before it became ready, chat unavailable? Find your exact error and the step-by-step fix. Updated for v0.21.6.
GLM is the Z.ai family of LLMs (GLM-5.2, 5.3, 5.3-Flash), not a rival architecture. What a GLM model is, GLM-5.3 vs Sonnet 5.5 pricing, plus stats GLM.
OpenClaw costing $55/mo? Eight changes drop it to $15/mo: model routing, session resets, context caps, memory hygiene, loop limits, spend caps.
After 2 months with OpenClaw: $140 in wasted API costs, a security scare, then 80% of support automated for $68/mo. Here's the full honest review.
Your AGENTS.md adds 15,000 tokens to every API call. Trim it, cache it, and route heartbeats to save $139/month. Here is the 10-minute fix.
8 Docker errors every OpenClaw user hits: permission denied, OOMKilled, port conflicts, broken updates. Here are the exact fixes for each one.
OpenClaw links to WhatsApp with a QR code, the same way WhatsApp Web does. Here's the setup, the WhatsApp-specific gotchas, and when you need more.
Claude Code weekly limits dropped 17% on Sept 14 and ChatGPT Plus got its 5-hour Codex cap back Aug 25. The alternatives, the math, and the BYOK routing fix.
Fix Hermes Agent install errors: PEP 668 pip conflicts, Python version pins, PATH, Windows, Docker permissions, PyPI lag. Verified against the repo.
A snowboard store that could not find decent software became a $11.6B-revenue commerce platform. The full Shopify history, Tobi Lütke's playbook, and River.
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