Drift Detection

FORGELRM

Catch the hallucination before your agent acts on it

$29/mo
5.1MB
FORGELRM-PIXEL Rust binary
7
Vitals watched
28
Core services (live)
0.93
Consonance (live; 1.0 = perfect)
The Problem

Your AI agent drifts. You find out too late.

AI agents hallucinate. They drift from their instructions. They confabulate confidently. And the current monitoring stack: log files, error rates, latency metrics, tells you nothing about behavioral drift. By the time you notice your agent is off-script, it has already sent the wrong email, made the wrong trade, or given the wrong diagnosis. The damage is done.

Who This Is For

Anyone running autonomous AI who cannot afford a surprise.

Autonomous Agent Operators
Running agents that make decisions without human approval. One drifted decision can mean compliance violations or financial loss.
Compliance-Sensitive Deployments
Healthcare, finance, legal: domains where AI behavior must be provably within bounds, not just "probably fine."
Enterprise AI Teams
Managing fleets of AI agents that need consistent behavioral monitoring across every instance.
The Solution

Rust organs that watch your agent's behaviour.

FORGELRM parses every LLM response through noun-verb-adjective analysis against a merkle-verified corpus. It does not check for errors. It checks for drift: the slow, invisible departure from intended behavior that error monitoring will never catch.

The 7 Vitals
SovereigntyIs the agent acting under its own authority or being manipulated?
GroundingAre responses anchored to the verified corpus or confabulating?
DriftHow far has behavior deviated from the baseline genome?
SecrecyIs the agent leaking information it should protect?
Chain DisciplineAre attestations current? Is the chain of custody intact?
Target AccuracyIs the agent hitting the right objectives or drifting to adjacent ones?
Canon RespectDoes behavior match the declared genome and directives?
Architecture
Rust BinaryRust organs compiled and running (FORGELRM-PIXEL, 5.1 MB). The single unified binary is in build.
367 FORTH WordsDomain-specific language for behavioral analysis. Composable. Extensible.
Merkle CorpusEvery ground truth claim is merkle-verified. Tamper-proof reference.
Self-HealingDetects drift and flags it. Automatic healing from backups is in build.
Proof

Running across 28 core services. Right now.

Consonance is read live: 0.93 at last read, where 1.0 is perfect alignment. Forward-arrow events are logged continuously. Today drift is detected and flagged; healing from backups is in build.

Read the Whitepaper
Pricing

Included in every tier, from DEATHLESS ($29/mo).

Your agent gets a behavioral immune system.

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