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Group: AI assistants for work316 articlesSee all articles
Jev writes no text. It answers typed questions and returns choices, scores, and confidence. We pointed it at our own Agentic CRM: 227 sessions, 1,100 decisions, 20.8 seconds, 0.0094 USD. Here is how to wire it, and what it found.
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Eight decision points you can hand to a decision model: a chat turn guard, lead triage, a claim guard, intent routing, ad review, article quality, search re-ranking, and an agent step guard.
Jev returns typed decisions, a generative LLM returns text. Here is the difference in output, cost, and how code reads them, plus 6 questions that tell you which tool you need.
Jev bills input tokens only, at 0.042 USD per 1M, and output tokens are free. Here is the 3 line formula, the real figures from our audit of 227 conversations, and 4 ways to cut the bill.
Jev is an AI model from TypeSafe that generates no text. It answers typed questions and returns choices, scores, probabilities, and confidence that your code can read directly.
Hermes Agent 0.21.3 was released on September 14, 2026, to fix remote-session failures during refresh bursts and duplicate state.db writer handles. Here is the impact, scope, and safe upgrade plan.
Hermes Agent is an open-source AI agent from Nous Research that runs on your own server. This article covers what it does, what the models cost, where its security stops, and a 4-step test before your team decides to install it.
7 real ways to use Hermes Agent in a business: a morning briefing, ticket triage, a team assistant in chat, an ads report, server monitoring, reading legacy systems through MCP, and content drafts. Each example names the trigger, tools, output, and limit.
A comparison of Hermes Agent and OpenClaw from their own official pages: maker, license, cost, runtime, WhatsApp, security defaults, governance, and migration. With 5 decision steps and a 1-week test.
A guide to connecting Hermes Agent to WhatsApp through 2 paths: the Baileys bridge with a QR code and the official WhatsApp Business Cloud API. With wizard screenshots, allowlist rules, and the limits that apply.
A tutorial to install Hermes Agent on an Ubuntu 24.04 VPS from a non-root user to a gateway that runs as a systemd service. 10 steps with real terminal output from our test, approvals, allowlist settings, and how to update.
Claude code self hosted means the CLI runs on your server while the model stays with the provider. I separate the 4 routes, the data path, and the key holder.
OpenClaw 2026.9.3 shipped on September 8, 2026. It raises the Node.js floor and rehearses updates in isolated candidate state before activation.
OpenClaw 2026.9.2 shipped on September 5, 2026 with Swarm enabled by default and broader cross-agent session access. Here is the safe upgrade checklist.
Bug P1 Hermes Agent 0.21.0: doctor --fix, repair, atau prune saat gateway aktif dapat membuka second writer dan memicu korupsi state.db.
Issue P1 OpenClaw menunjukkan plugin AgentMail resmi dapat terpasang dari ClawHub tetapi channel email crash-loop karena status trustedOfficialInstall tidak pernah lolos pada 2026.8.2 dan 2026.9.1.
Issue upstream Hermes Agent v0.21.0 menunjukkan Desktop dapat mencampur model dan provider setelah perpindahan profile. Ini dampak silent misrouting, status PR fix, dan mitigasi operator.
OpenClaw 2026.9.1 memperkuat jalur upgrade dengan rollback saat Doctor gagal, menjaga konfigurasi dan SecretRef, memperbaiki recovery Gateway, serta membuat approval lintas sesi lebih mudah ditelusuri.
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