edictum 0.5.2

Runtime safety for AI agents. Stop agents before they break things.

Edictum

Runtime contracts for AI agents.

AI agents make tool calls. Tool calls have side effects. Nobody governs what happens between "agent decides" and "tool executes." Edictum is that governance layer — preconditions, postconditions, session limits, and a full audit trail, enforced at the point where decision becomes action.

Show Me

contracts.yaml

apiVersion: edictum/v1
kind: ContractBundle

metadata:
  name: my-policy

defaults:
  mode: enforce

contracts:
  - id: block-sensitive-reads
    type: pre
    tool: read_file
    when:
      args.path:
        contains_any: [".env", ".secret", "credentials", ".pem", "id_rsa"]
    then:
      effect: deny
      message: "Sensitive file '{args.path}' blocked."
      tags: [secrets, dlp]

Python

import asyncio
from edictum import Edictum, EdictumDenied

async def main():
    guard = Edictum.from_yaml("contracts.yaml")

    try:
        result = await guard.run("read_file", {"path": "/app/config.json"}, read_file_fn)
        print(result)
    except EdictumDenied as e:
        print(f"Denied: {e}")

asyncio.run(main())

CLI

$ edictum validate contracts.yaml
✓ contracts.yaml — 1 contract (1 pre)

$ edictum check contracts.yaml --tool read_file --args '{"path": ".env"}'
⛔ DENIED by block-sensitive-reads
   Message: Sensitive file '.env' blocked.
   Tags: secrets, dlp
   Rules evaluated: 1

Framework integration (one adapter, same guard)

from edictum.adapters.langchain import EdictumMiddleware

middleware = EdictumMiddleware(guard)
# Wraps any LangChain tool — preconditions, audit, and session limits apply automatically

Features

• YAML contracts — Preconditions, postconditions, and session limits declared in version-controlled YAML files
• 6 framework adapters — LangChain, CrewAI, Agno, Semantic Kernel, OpenAI Agents SDK, Claude Agent SDK
• Audit trail — Structured JSON events with automatic redaction of secrets (OpenAI keys, AWS creds, JWTs, GitHub tokens)
• Observe mode — Shadow-deploy contracts without blocking; review CALL_WOULD_DENY events before enforcing
• CLI tooling — validate, check, diff, and replay commands for CI/CD integration
• Principal context — Role, ticket ref, and claims propagated through every decision and audit event
• Postcondition findings — Structured detection results from tool output checks, with optional remediation callbacks (redact PII, replace secrets, log and continue)
• Session limits — Cap total calls, attempts, and per-tool executions to catch runaway agents
• Zero runtime deps — Pure Python 3.11+. OTel and adapters are optional extras

How It Compares

Approach	Scope	Runtime enforcement	Audit trail
Prompt/output guardrails	Input/output text	No — advisory only	No
API gateways / MCP proxies	Network transport	Yes — at the proxy	Partial
Security scanners	Post-hoc analysis	No — detection only	Yes
Manual if-statements	Per-tool, ad hoc	Yes — scattered logic	No
Edictum	Tool call contracts	Yes — deterministic pipeline	Yes — structured + redacted

Framework Support

Edictum integrates with 6 agent frameworks. Same YAML contracts, same governance, different integration patterns:

Framework	Integration	PII Redaction	Complexity
LangChain + LangGraph	as_tool_wrapper()	Full interception	Low
OpenAI Agents SDK	as_guardrails()	Logged only	Medium
Agno	as_tool_hook()	Full interception	Low
Semantic Kernel	register()	Full interception	Medium–High
CrewAI	register()	Partial	High
Claude Agent SDK	to_sdk_hooks()	Logged only	Low

See Adapter Docs for setup, known limitations, and recommendations.

Install

pip install edictum              # core (zero deps)
pip install edictum[yaml]        # + YAML contract engine
pip install edictum[otel]        # + OpenTelemetry span emission
pip install edictum[cli]         # + validate/check/diff/replay CLI
pip install edictum[all]         # everything

Built-in Templates

guard = Edictum.from_template("file-agent")      # secret file protection, destructive cmd blocking
guard = Edictum.from_template("research-agent")   # output PII detection, session limits
guard = Edictum.from_template("devops-agent")     # role gates, ticket requirements, bash safety

Links

• Documentation
• GitHub
• PyPI
• Changelog
• License (MIT)