Agent observability has gotten good at answering what happened: OpenTelemetry spans for each model...
Traces show what your agent did - a decision ledger shows what it was allowed to do
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We built a bidirectional context loop between web apps and AI agents
Source code: Tabforge AI Most AI integrations in business apps feel the same: You send a prompt →...
AI agents are becoming real economic actors. They deserve a chain built for them, not borrowed from us.
The next major blockchains will be built around AI, not with AI bolted on afterward. That's the bet...
MCP should not mean letting AI touch your database
A practical argument for using MCP tools as documented API boundaries, not production database shortcuts.