No directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceAL
Microsoft · Active
Agent Lightning
Microsoft framework for training agents with their real execution harnesses
Evidence-backed profile summary
Agenova records Agent Lightning as a workflow automation product from Microsoft. Accepted availability evidence: The official v1.0 repository documents local rollout execution and native Kubernetes Jobs, with a CUDA and verl-based training setup.
- Category
- Workflow automation
- Purpose taxonomy
- Business Operations (ade-1a.v1)
- Pricing
- Open Source
- Deployment
- Self Hosted
- Source freshness
- Attention required
- Evidence coverage
- 1 of 8 fields
- Execution status
- No published execution evidence
- Last assessed
- 2026-09-09
- Last source scan
- 2026-09-09
- Last material change
- No accepted change recorded
Canonical Agent entity
What is Agent Lightning?
Agent Lightning is an open-source Microsoft framework for training and optimizing agents while keeping their real tools, control flow, and environments in the loop.
Agent Lightning separates training, model-request capture, and rollout control so existing agent harnesses can supply real interaction data for optimization. The v1.0 official repository documents a trainer, API gateway, local or Kubernetes rollout controller, and examples spanning search, sandbox, and coding agents. Evaluate it when a team has the GPU infrastructure and evaluation discipline for agentic reinforcement learning; it is a training framework, not a hosted general-purpose employee Agent.
Evidence boundary
What is verified—and what remains unknown.
Source-backed now
- DeploymentThe official v1.0 repository documents local rollout execution and native Kubernetes Jobs, with a CUDA and verl-based training setup.
Not yet verified
- PricingNo accepted public source currently supports this field.
- CapabilitiesNo accepted public source currently supports this field.
- Enterprise controlsNo accepted public source currently supports this field.
- Privacy & data policyNo accepted public source currently supports this field.
- IntegrationsNo accepted public source currently supports this field.
- Regional availabilityNo accepted public source currently supports this field.
- Execution reliabilityNo publication-approved execution evidence.
Decision readiness
Evidence coverage: 13%
1 of 8 decision fields supported. Evidence coverage is not a product score.
- Source-Backed
- 1
- Execution-Verified
- 0
- Intelligence Gap
- 6
- Execution Evidence Gap
- 1
FieldCurrent answerEvidence stateSourceLast assessed
No directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceCONDITIONAL — official first-party source: The official v1.0 repository documents local rollout execution and native Kubernetes Jobs, with a CUDA and verl-based training setup.
Source-BackedAgent Lightning official official repository sourceNo directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceNo directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceNo directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceNo directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceNo publication-approved execution evidence is available for this Agent.
UnverifiedExecution Evidence GapNo accepted sourceEvaluation status
Execution status: No published execution evidence
Documented product facts and Source-Backed claims do not establish execution quality or performance. Only publication-approved execution evidence can create an Execution-Verified state.
Product facts and market availability
Known facts, with boundaries visible.
- Pricing
- Open SourceProduct record
- Deployment
- Self HostedProduct record
- Languages
- English
- Provider-listed markets
- GlobalProvider-listed; not verified availability
- Independently verified availability
- Unverified
- Access requirements
- Not recorded
- Payment access
- Not verified
- Network dependency
- Not verified
- Integrations
- Not recordedNot verified
Capability intelligence · Evidence-aware, not a ranking
Capabilities and evidence
Documented product intelligence is not execution evidence or a performance claim. No publication-approved Execution-Verified edge appears unless its governed evidence passes.
No evidence-qualified capability edge is published for this profile. Provider-listed labels are not promoted as verified capabilities.
View full evidence audit9 audited fields · default collapsed
Identity
Source-Backed · 3 matching sources · 2026-09-09SourceSupportsEvidence stateLast checked
Agent Lightning · Agent Lightning official official repository sourceidentitySource-Backed2026-09-09
Version
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Capabilities
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Pricing
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Deployment
Source-Backed · 1 matching source · 2026-09-09T12:16:35.707ZSourceSupportsEvidence stateLast checked
Agent Lightning · Agent Lightning official official repository sourcedeploymentSource-Backed2026-09-09T12:16:35.707Z
Enterprise controls
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Privacy & data policy
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Integrations
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Regional availability
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Traceable provenance
Official sources
These sources support only the fields named below. A missing source is reported as unknown, not as a negative product claim.
SourceType and providerSupportsReviewed
Agent Lightning official product pageofficial product · MicrosoftCanonical identity or product context
Agent Lightning official official repository sourceofficial repository · Agent LightningDeployment, Identity
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