Context Correctness Runtime

Fresh context for agents thatcannot afford to be wrong.Fresh contextfor agents that cannotafford to be wrong.

KyroDB sits between your AI agents and changing knowledge stores,enforcing freshness, scope isolation, provenance, and proofon every retrieval.KyroDB sits between your AI agents andchanging knowledge stores, enforcingfreshness, scope isolation, provenance,and proof on every retrieval.

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WATCH KYRODB IN ACTIONINTEGRATE RUNTIME

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KyroDB Runtime >

RUNTIME_CONFIG

TENANTacme-corp

NAMESPACEsupport/billing

FRESHNESSstrict

CONTEXT_RETRIEVAL_PIPELINEstatus: PROCESSING

FETCH & VALIDATE CONTEXTpid:1024

# Initializing context runtime
ctx = run_kyrodb_tool(
  'VECTOR_SEARCH',
  namespace='support/billing'
)
for doc in ctx.results:
  proof = validate_freshness(
    doc,
    policy='strict'
  )

INSTANCE-1processing

# Enforcing boundaries
bounds = run_kyrodb_tool(
  'CHECK_SCOPE',
  tenant='acme-corp'
)
if bounds.safe:
  # context packet assembled
  # proceed to generation

Retrieval breaks when knowledge keeps moving.

Most stacks can search. Fewer can prove the result is still true, still allowed, and still useful at the moment the agent acts.

The source changed after the plan was made.

Agents often keep using old context because nobody forces them to re-check the facts.

A reusable answer crossed the wrong boundary.

Fast cache hits are dangerous when tenant, namespace, policy, or role scope is not part of the key.

Memory junk polluted the prompt.

Long context windows still fail when stale, irrelevant, or conflicting material is mixed with live truth.

One runtime boundary between agents and changing data.

Keep your existing stores. KyroDB adds the missing correctness layer: freshness checks, scope-safe reuse, and evidence you can inspect.

Agent

KyroDB Runtime

Knowledge stores

Proof plane

01Request arrives

Query, tenant, namespace, auth scope, and freshness mode enter one runtime boundary.

02Facts are checked

KyroDB compares source watermarks, invalidations, connector proof, and cache eligibility.

03Context is served or refused

Fresh context returns. Unsafe context is omitted, degraded, or stale-blocked.

04Evidence leaves with it

The response includes status, omissions, warnings, trace id, and proof counters.

A packet, not a pile of chunks.

KyroDB turns retrieval into a decision your agent can trust. The agent gets context, the reason it was safe, and the evidence needed to debug it.

KyroDBcontext plane

freshgeneration ok

scopetenant locked

source5 docs

prooftrace bound

Still true

The packet records the source generation KyroDB trusted before returning context.

Still allowed

Tenant, namespace, auth scope, filters, and policy are part of the reuse boundary.

Still explainable

Every answer carries a trace id, warnings, omissions, and proof counters.

Still useful

Relevance checks and feedback loops show when fresh context was not enough.

packet contract

Serve context only when the runtime can defend it.

See product

Debug stale responses in minutes.

When a customer asks why an agent was wrong, KyroDB links the answer to trace evidence, source freshness, invalidation ownership, and replay diffs.

Which source changed?

Was the candidate fresher than the baseline?

Was the context blocked, degraded, or served?

View evidence workflows

shadow-run / candidatehealthy

OK matched 1,024 captured retrievals

OK zero scope incidents

OK stale baseline blocked by candidate

! 4 relevance regressions require review

proof_bundle.jsonredacted

Usage based Pricing

Free

Starter

For developers validating context correctness with one KyroDB-managed pgvector runtime.

1 project1 managed runtime7-day evidence

2k retrievals and 500 change events / month
5 proof exports and 2 replay exports / month
Python and TypeScript SDKs
Trace lookup and proof preview

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Production scale

Pro

$17/month

For individual developers shipping production agents that need managed freshness, replay, and root-cause evidence.

3 projects1 managed runtime30-day evidence

100k retrievals / month
25k change events / month
50 proof exports and 20 replay exports / month
Root-cause reports, replay diff, and email support

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Security and scale

Enterprise

Custom

For custom deployments that need dedicated regions, private networking, and custom retention.

Custom cellsPrivate regionSecurity review

Dedicated runtime cells
SSO and fine-grained RBAC
Custom backups and recovery
Founder-led rollout support

Talk to founder

Built for agents where stale context becomes a product incident.

Support agentsEnterprise copilotsRAG hallucination preventionContext pollution controlContext rot preventionAI coding contextVoice and realtime agentsProduction support agentsSupport agentsEnterprise copilotsRAG hallucination preventionContext pollution controlContext rot preventionAI coding contextVoice and realtime agentsProduction support agents

Your agent should know when it knows.

And refuse to guess when context is stale, unsafe, or unprovable.

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