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Wirebase Blog

The AI platform blog for modern teams

Deep dives on multi-model AI, MCP tooling, agents, and running your own AI stack — from the team building Wirebase, the enterprise AI platform that unifies every model in one place.

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AI
Wirebase
Data Privacy

Your Company's AI Chats Are Training Someone Else's Model. A Toggle Won't Fix It.

77% of employees paste company data into AI tools, and 82% of them do it through a personal account nobody's admin console can see. The fix isn't a training opt-out setting — it's removing the reason anyone reaches for one.

August 3, 20265 min readRead article
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Perspectives on multi-model AI, MCP tooling, and self-hosted platforms.

AI
Wirebase
Visual AI Workflows: Automations Your Whole Team Can Actually Read

Most AI automations live in a Python script only one engineer has ever opened. A node-based canvas turns the automation into its own documentation — readable, reviewable, and editable by anyone on the team.

Jul 315 min
AI
Anthropic
Claude Opus 5 Just Beat GPT-5.6 Sol on the Hardest Benchmark That Exists

Opus 5 scored 43.3% on Frontier-Bench v0.1 at max effort vs. Sol's 37.5% — days after Sol's own sandbox breach made headlines for the opposite reason. The full 8-benchmark scorecard, the technical anatomy of the breach, and what the gap says about the capability/safety tradeoff both labs are making.

Jul 309 min
AI
Wirebase
ChatGPT Teams vs. Claude Team vs. Self-Hosted: What Actually Changes at 50 Seats

At 50 seats, ChatGPT and Claude both push you off their mid-tier plans and into an enterprise minimum you don't need yet. Here's what the seat math actually looks like — and the self-hosted alternative.

Jul 294 min
AI
Wirebase
Why Your Team Is Paying for ChatGPT, Claude, AND Gemini — When One Platform Replaces All Three

Engineering orgs routinely carry three separate AI subscriptions because no single vendor is best at everything. Here's why that's a procurement failure, not a feature requirement — and what replacing it with one self-hosted platform actually looks like.

Jul 287 min
AI
Wirebase
Kimi K3's Free 2.8-Trillion-Parameter Weights Just Landed. Here's How to Run It Inside Wirebase Today.

Moonshot released Kimi K3's open weights today under the Kimi K3 License — a 2.8-trillion-parameter model trading blows with GPT-5.6 and Claude Fable. Self-hosting means finding ~1.4TB of GPU memory. Or you just point Wirebase at it.

Jul 274 min

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