AI agents are taking real actions in production — sending emails, moving money, accessing databases, calling APIs. Most of them have zero independent oversight. These articles explore why that's a problem and what to do about it.
Written by the team building Forge, the trust verification layer for AI agents.
| Date | Title | Read Time | Summary |
|---|---|---|---|
| 2026-04-10 | Content Safety vs. Action Verification | 5 min | Your LLM's built-in safety filters content, not actions. Enterprise agents need both. |
| 2026-04-02 | Why Agent Policies Need Independent Enforcement | 6 min | Setting a policy inside your agent is not the same as enforcing it. Independent, external verification is the only reliable path. |
| 2026-03-10 | Zero-Knowledge Proofs for Enterprise AI | 5 min | How zero-knowledge proofs let enterprises verify AI agent compliance without exposing sensitive data. |
| 2026-02-20 | Why Agent Security Is Not Model Safety | 5 min | Model safety governs what AI says. Agent security governs what AI does. The gap between them is where enterprise risk lives. |
Forge verifies what AI agents do without ever seeing what they see — no access to your code, prompts, data, or outputs.
Two capabilities, one SDK:
- Forge Verify checks every agent action against a policy before execution. Whitelists, blacklists, rate limits, amount caps — enforced outside the agent, where they can't be overridden.
- Forge Execute tracks every execution with cryptographic receipts. Ed25519 signatures prove what happened and in what order. Anyone with the public key can verify independently. No trust required.
What makes this different: Forge is content-blind (never reads your prompts or outputs), trustless (cryptographic proofs, not confidence scores), and framework-agnostic (one SDK works everywhere).
| Package | Framework | Install |
|---|---|---|
| veritera | Core Python SDK | pip install veritera |
| forge-openai | OpenAI Agents SDK | pip install forge-openai |
| langchain-forge | LangChain / LangGraph | pip install langchain-forge |
| crewai-forge | CrewAI | pip install crewai-forge |
| llama-index-tools-forge | LlamaIndex | pip install llama-index-tools-forge |
- veritera.ai — Product, docs, and dashboard
- GitHub — All open-source repos
- engineering@veritera.ai — Technical questions
- press@veritera.ai — Press and speaking inquiries
MIT — Veritera AI