When an agent can see 80 tools at once, the model does not get smarter. It gets noisier. Token bills...
When an agent can see 80 tools at once, the model does not get smarter. It gets noisier. Token bills climb, tool choice drifts, and a simple “check order status” prompt suddenly carries half of your company’s OpenAPI surface.
Solon AI (v4.0.3) answers that with the Gateway Talent trio in solon-ai-talent-gateway:
Talent
Source of tools
Unit of management
Most agent tutorials stop at tools: give the model a function schema, hope it calls the right one....
OpenAI dropped GPT-5.6 in three tiers. But the real problem in AI coding has not changed.
GPT-5.6 Sol ships with five reasoning levels from "Light" to "xhigh," plus "Max" and "Ultra" modes that deploy multiple…
More developers are running several AI tools at once now: Claude for code, GPT for docs, a...
A practical MCP tool budget guide for AI SaaS builders covering tool limits, tenant caps, risk tiers, OAuth scopes, approval…
Most teams can get an AI agent to call tools. The hard part starts when the tool can move money,...
