The only AI agent OS that ships pre-loaded with multi-year prediction-market intelligence.
Open benchmarks. Honest about where we win — and where we don’t.
LIVE INTEL GRAPH · 24H REFRESH
What Forge agents see right now.
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Real Polymarket macro context, refreshed hourly. Forge agents query this graph at every routing step — competitors starting today ship an empty database.
LIVE SYSTEM
EXPLORE FORGE · ALL SURFACES
Everything on Forge, one tap away.
Quick links to every Forge surface — Quick Start, Skill Packs, Account, Docs, Governance, Pricing, Changelog, Status, and Enterprise. Bookmark this section; it's your sitemap.
HONEST MOAT · WHERE WE ACTUALLY WIN
Two defensible layers. Seven table-stakes.
We audited every claim in our pitch deck. Two layers are genuinely hard for competitors to replicate in under twelve months. Seven are commodity B2B hygiene that ship in every serious agent runtime. We say so out loud.
LAYER 1 · INTEL GRAPH
Multi-year prediction-market intelligence, pre-loaded.
Polymarket priors, whale-wallet patterns, news embeddings, calibration curves — accumulated across years of resolved markets. A competitor starting today buys an empty database. We ship agents with priors, not guesses.
Replication cost: ~12-18 months of market data + calibration backtests.
LAYER 2 · 6-HOOK ROUTER
Deterministic inference routing across six signals.
Regime, anomaly, decay, persona, panic, and viability hooks compose into a byte-replayable Tier-1 settle path. Bench #3 ships 100% audit-replay determinism on 1000 trials. Cost falls 80% on Pro vs naive always-Sonnet routing.
Replication cost: hook composition + per-regime tuning + audit harness.
TABLE STAKES · COMMODITY (we ship them, so does everyone else)
- Replay-from-checkpoint
- Native sandbox isolation
- Audit logs
- RBAC / MFA
- Rate limiting
- API versioning
- OpenAPI generation
These matter — they just don’t differentiate us. Cursor, Copilot, Cline, and every serious agent runtime ships the same. Read our honest moat audit: /forge/benchmark.
HOW IT WORKS · END-TO-END
Watch an agent action travel the full pipeline.
Layer-1 scan, build a canonical RuntimeEvent, evaluate policy, decide allow / deny / await-approval, write an audit row. One call, five visible steps.
LAYER 1 · LIVE SCAN
Catch credential leaks before they leave the prompt.
Regex matches API keys, SSH keys, bearer tokens. A policy engine catches rm -rf, fork bombs, DROP TABLE, curl | sh. Nothing is stored.
GOVERNANCE PROOF
Cost watched. Risk scored. One console.
Every paying tier ships a live governance score and a cost radar — the same boards admins use internally to audit every Claude / OpenAI / MCP call this product makes.
GOVERNANCE SCORE
- Cost VisibilityPer-provider spend + live burn rate aggregated into the Cost Radar.
- Agent AuditEvery agent action stamped with risk level and a 5-year retention log.
- GuardrailsRisk Console + emergency kill-switch wired to a kairon-guardian binary.
- Dynamic RoutingWorkloads are routed across providers by cost / quality / latency / context.
- Identity ProvenanceMCP token issued and at least one client (Claude Desktop / AEGIS / Cursor) connected.
COST RADAR · LIVE
Aggregate cloud-LLM spend across the monitored workload.
SKILL PACKS · PRE-BUILT WORKFLOWS
Don't start from scratch.
Curated bundles of agents, policies and intel scopes. Fork one, swap your tools, ship to your team before lunch.
Deploy / rollback / env-var with swipe approvals.
- · Sentry + Vercel + GitHub MCP
- · Cost anomaly detector (AWS / GCP / Vercel)
- · Macro-context deploy windows
Cloud bill anomaly detection + dynamic model routing.
- · Per-provider burn dashboards
- · Sudden-spike kill-switch
- · Routing optimizer in-loop
Studio agents that touch Logic + Ableton with humans-in-the-loop.
- · MIDI write approvals
- · Stem-export gates
- · Project-state replay
Snyk + Semgrep + 1Password Vault gates on every agent action.
- · Secret-leak detection
- · Vulnerability triage
- · Access-control approvals
dbt + Airbyte + warehouse query gates on every agent run.
- · Query cost preview
- · PII redaction approvals
- · Lineage-aware writes
PRICING · 50% OFF FOR THE FIRST 50
Personal stays free. Pro is the lane that gets you mobile approvals.
Base infra + per-task usage. EARLYBIRD50 drops the first 50 Pro+ subscriptions to $14.50 / mo for the first year.
50 tasks / mo · solo eval
200 tasks · mobile · cloud sync
600 tasks · FinOps · 5 devices · Intel forecasting included
3000 pooled · shared memory
FOR ENTERPRISE
Zero-Knowledge Administration — local Guardian, metadata-only cloud, human-in-the-loop approval. Your data stays black-boxed.
SECURITY & TRUST
Tamper-evident audit logs · WASM sandbox · 3-layer admin gate · OWASP LLM01-10 mapped.
Read the STRIDE threat model at /forge/security/threat-model
BENCHMARK BOARD
Open methodology · reproducible · including the cases where we lose.
Bench #1 calibration Brier (negative result) + Bench #3 audit replay determinism live.
BUILDING FOR INSTITUTIONS?
Kairon Intelligence API exposes our calibrated forecasts and anomaly detection directly — for hedge funds, fintech, media and consulting. Coming 2027.