The open-source AI backend.
Your agents reason. Your infrastructure governs.
Forked & extended by engineers at
AgentField sits in your stack like a database or message queue. Infrastructure your services call, not a library they import.
Every call routed · Every action signed · Every agent discovered
Agents coordinate across payment, identity, and behavioral signals in real-time.
Multi-agent review pipelines that catch bugs, security flaws, and style drift.
Recursive research loops that synthesize findings across hundreds of sources.
Streaming voice agents that listen, reason, and respond with sub-second latency.
Predict disruptions before they cascade through your logistics network.
Route, prioritize, and resolve tickets with context-aware agent orchestration.
Continuous compliance scoring that adapts to regulatory changes automatically.
Extract, classify, and cross-reference across thousands of legal documents.
Agents optimize pricing in real-time based on demand, competition, and inventory.
Continuous security scanning with agents that reason about attack surfaces.
Validate and reconcile data across systems with cryptographic audit trails.
Governance agents that track policy adherence and flag violations in real-time.
Match patients to trials by reasoning across eligibility criteria and medical history.
Agents that surface buying signals and automate outreach with precision timing.
Write a function. Add a decorator. It becomes a production API, routable, observable, and callable by any service in your stack. Python, Go, or TypeScript. 100+ LLMs through a single interface.
Works with any and every kind of intelligence
1app = Agent("risk-engine")2 3class RiskVerdict(BaseModel):4 score: float5 action: str # approve | flag | block6 7@app.reasoner(tags=["fintech"])8async def score_transaction(tx: dict) -> dict:9 verdict = await app.ai(10 system="Evaluate fraud risk from transaction signals.",11 user=f"Transaction: {tx}",12 schema=RiskVerdict,13 )14 if verdict.action == "flag":15 await app.call("alerts.escalate", tx_id=tx["id"])16 return verdict.model_dump()Orchestrate complex interactions across thousands of concurrent agents. No timeout limits. Agents run for minutes or days with durable state. Async execution, HMAC-signed webhooks, auto-retry with backoff, and horizontal scaling. Production infrastructure from day one.
Not an API key. A cryptographic identity. Every agent proves who it is, what it can do, and who delegated that authority. Fine-grained policies, role-based access, and scope restrictions, all enforced at runtime, not checked in code review.
Every agent action is cryptographically signed. The full chain of who did what, when, and under whose authority is independently verifiable. No backend access needed. Export compliance reports with a single call.
$ af verify --credential vc.json✓ Credential signature: valid (ed25519)✓ Issuer DID resolved: did:af:orch-7a2f✓ Chain of custody: 5 agents, 47 steps✓ All actions traceable to human:alice@acme.co✓ Zero tampered records VERIFIED — independently provable“Everyone is shipping agents — coordination is where leverage lives.”
“The moment agents can trigger real-world actions, identity becomes more important than intelligence.”
“Agents aren't demos anymore — they're infrastructure. Infrastructure without identity, audit, and control is just risk at scale. The control plane matters more than the prompt.”
“The '10,000 lines of glue code' is the silent killer of AI ROI. Shifting the focus back to reasoning — rather than infrastructure plumbing — is where the dev experience needs to go.”
“We built StoreMax in 3 hours at a hackathon with AgentField.”
“This is something I was planning to build — and it's already here.”
“Everyone is shipping agents — coordination is where leverage lives.”
“The moment agents can trigger real-world actions, identity becomes more important than intelligence.”
“Agents aren't demos anymore — they're infrastructure. Infrastructure without identity, audit, and control is just risk at scale. The control plane matters more than the prompt.”
“The '10,000 lines of glue code' is the silent killer of AI ROI. Shifting the focus back to reasoning — rather than infrastructure plumbing — is where the dev experience needs to go.”
“We built StoreMax in 3 hours at a hackathon with AgentField.”
“This is something I was planning to build — and it's already here.”
“Everyone is shipping agents — coordination is where leverage lives.”
“The moment agents can trigger real-world actions, identity becomes more important than intelligence.”
“Agents aren't demos anymore — they're infrastructure. Infrastructure without identity, audit, and control is just risk at scale. The control plane matters more than the prompt.”
“The '10,000 lines of glue code' is the silent killer of AI ROI. Shifting the focus back to reasoning — rather than infrastructure plumbing — is where the dev experience needs to go.”
“We built StoreMax in 3 hours at a hackathon with AgentField.”
“This is something I was planning to build — and it's already here.”
“Anyone who's shipped agent workflows knows the pain isn't reasoning — it's retries, auth, audits, and orchestration at 3 a.m. This attacks the real bottleneck.”
“Guided autonomy plus identity and audit trails is the missing layer for real agent deployments. The microservice analogy resonates.”
“Getting results that good with lower-cost models. Definitely going to look deeper.”
“Agent identity plus auditable action chains feels like the missing layer once agents cross from experiments into systems that move money and state.”
“I built a C compiler for $20 using a similar method, albeit with much more manual management.”
“Love the DID approach. Feels like the missing compliance layer for serious agent workflows.”
“Anyone who's shipped agent workflows knows the pain isn't reasoning — it's retries, auth, audits, and orchestration at 3 a.m. This attacks the real bottleneck.”
“Guided autonomy plus identity and audit trails is the missing layer for real agent deployments. The microservice analogy resonates.”
“Getting results that good with lower-cost models. Definitely going to look deeper.”
“Agent identity plus auditable action chains feels like the missing layer once agents cross from experiments into systems that move money and state.”
“I built a C compiler for $20 using a similar method, albeit with much more manual management.”
“Love the DID approach. Feels like the missing compliance layer for serious agent workflows.”
“Anyone who's shipped agent workflows knows the pain isn't reasoning — it's retries, auth, audits, and orchestration at 3 a.m. This attacks the real bottleneck.”
“Guided autonomy plus identity and audit trails is the missing layer for real agent deployments. The microservice analogy resonates.”
“Getting results that good with lower-cost models. Definitely going to look deeper.”
“Agent identity plus auditable action chains feels like the missing layer once agents cross from experiments into systems that move money and state.”
“I built a C compiler for $20 using a similar method, albeit with much more manual management.”
“Love the DID approach. Feels like the missing compliance layer for serious agent workflows.”
“Everyone is shipping agents — coordination is where leverage lives.”
“The moment agents can trigger real-world actions, identity becomes more important than intelligence.”
“Agents aren't demos anymore — they're infrastructure. Infrastructure without identity, audit, and control is just risk at scale. The control plane matters more than the prompt.”
“The '10,000 lines of glue code' is the silent killer of AI ROI. Shifting the focus back to reasoning — rather than infrastructure plumbing — is where the dev experience needs to go.”
“We built StoreMax in 3 hours at a hackathon with AgentField.”
“This is something I was planning to build — and it's already here.”
“Everyone is shipping agents — coordination is where leverage lives.”
“The moment agents can trigger real-world actions, identity becomes more important than intelligence.”
“Agents aren't demos anymore — they're infrastructure. Infrastructure without identity, audit, and control is just risk at scale. The control plane matters more than the prompt.”
“The '10,000 lines of glue code' is the silent killer of AI ROI. Shifting the focus back to reasoning — rather than infrastructure plumbing — is where the dev experience needs to go.”
“We built StoreMax in 3 hours at a hackathon with AgentField.”
“This is something I was planning to build — and it's already here.”
“Everyone is shipping agents — coordination is where leverage lives.”
“The moment agents can trigger real-world actions, identity becomes more important than intelligence.”
“Agents aren't demos anymore — they're infrastructure. Infrastructure without identity, audit, and control is just risk at scale. The control plane matters more than the prompt.”
“The '10,000 lines of glue code' is the silent killer of AI ROI. Shifting the focus back to reasoning — rather than infrastructure plumbing — is where the dev experience needs to go.”
“We built StoreMax in 3 hours at a hackathon with AgentField.”
“This is something I was planning to build — and it's already here.”
“Anyone who's shipped agent workflows knows the pain isn't reasoning — it's retries, auth, audits, and orchestration at 3 a.m. This attacks the real bottleneck.”
“Guided autonomy plus identity and audit trails is the missing layer for real agent deployments. The microservice analogy resonates.”
“Getting results that good with lower-cost models. Definitely going to look deeper.”
“Agent identity plus auditable action chains feels like the missing layer once agents cross from experiments into systems that move money and state.”
“I built a C compiler for $20 using a similar method, albeit with much more manual management.”
“Love the DID approach. Feels like the missing compliance layer for serious agent workflows.”
“Anyone who's shipped agent workflows knows the pain isn't reasoning — it's retries, auth, audits, and orchestration at 3 a.m. This attacks the real bottleneck.”
“Guided autonomy plus identity and audit trails is the missing layer for real agent deployments. The microservice analogy resonates.”
“Getting results that good with lower-cost models. Definitely going to look deeper.”
“Agent identity plus auditable action chains feels like the missing layer once agents cross from experiments into systems that move money and state.”
“I built a C compiler for $20 using a similar method, albeit with much more manual management.”
“Love the DID approach. Feels like the missing compliance layer for serious agent workflows.”
“Anyone who's shipped agent workflows knows the pain isn't reasoning — it's retries, auth, audits, and orchestration at 3 a.m. This attacks the real bottleneck.”
“Guided autonomy plus identity and audit trails is the missing layer for real agent deployments. The microservice analogy resonates.”
“Getting results that good with lower-cost models. Definitely going to look deeper.”
“Agent identity plus auditable action chains feels like the missing layer once agents cross from experiments into systems that move money and state.”
“I built a C compiler for $20 using a similar method, albeit with much more manual management.”
“Love the DID approach. Feels like the missing compliance layer for serious agent workflows.”