Company evidence profile

LiteLLM

8currently observed roles

How to read this profile

Hiring observations and company events are separate evidence tracks. Their proximity does not prove that an event funded a role or that a listing represents active intent.

Employer sourcesAshby employer board

Last successful source checkJul 20, 2026

Monitoring stateCurrent

One evidence graph · four decisions

Why now, without invented intent.

audience-brief-v1

Each view selects and labels the evidence relevant to a different decision. The facts stay identical, every statement keeps its source identity, and no AI writes the factual layer.

For recruiters

Requisition qualification brief

Current source

Qualification evidence · not submission permission

Current requisition surface
8 current employer-source roles are observed; the largest title-classified groups are engineering (5) and data-ai (1).
16 persisted evidence referencesPrimary source ↗
Demand-shape evidence
Deterministic thresholds currently identify current roles concentrate in engineering.
11 persisted evidence referencesSource health ↓
Evidence freshness
The latest successful source check is within 26 hours (2026-07-20 UTC date).
1 persisted evidence referencesSource health ↓

Boundaries and limitations

This brief describes employer-source observations and reviewed records; it does not establish employer intent, approved budget, or interview activity.
A public requisition does not prove that the employer accepts third-party recruiter submissions.

For VC talent teams

Portfolio support evidence brief

Current source

Portfolio context · never an internal plan

Portfolio hiring surface
8 current employer-source roles are observed; the largest title-classified groups are engineering (5) and data-ai (1).
16 persisted evidence referencesPrimary source ↗
Portfolio support signal
Deterministic thresholds currently identify current roles concentrate in engineering.
11 persisted evidence referencesSource health ↓
Evidence freshness
The latest successful source check is within 26 hours (2026-07-20 UTC date).
1 persisted evidence referencesSource health ↓

Boundaries and limitations

This brief describes employer-source observations and reviewed records; it does not establish employer intent, approved budget, or interview activity.
Observed hiring changes do not establish internal headcount plans, portfolio support needs, or causation from a company event.

For agencies

Capability-demand research brief

Current source

Research signal · never procurement intent

Capability surface
8 current employer-source roles are observed; the largest title-classified groups are engineering (5) and data-ai (1).
16 persisted evidence referencesPrimary source ↗
Capability overlap evidence
Deterministic thresholds currently identify current roles concentrate in engineering.
11 persisted evidence referencesSource health ↓
Evidence freshness
The latest successful source check is within 26 hours (2026-07-20 UTC date).
1 persisted evidence referencesSource health ↓

Boundaries and limitations

This brief describes employer-source observations and reviewed records; it does not establish employer intent, approved budget, or interview activity.
Capability overlap is an inferred research lead, not proof of outsourcing intent, procurement, or willingness to engage an agency.

For candidates

Observable company hiring story

Current source

Opportunity context · never an interview promise

Current opportunity set
8 current employer-source roles are observed; the largest title-classified groups are engineering (5) and data-ai (1).
16 persisted evidence referencesPrimary source ↗
Hiring-shape evidence
Deterministic thresholds currently identify current roles concentrate in engineering.
11 persisted evidence referencesSource health ↓
Evidence freshness
The latest successful source check is within 26 hours (2026-07-20 UTC date).
1 persisted evidence referencesSource health ↓

Boundaries and limitations

This brief describes employer-source observations and reviewed records; it does not establish employer intent, approved budget, or interview activity.
A published role does not prove that applications are being reviewed or that the role remains available between source checks.

Deterministic pattern layer

Observed shape, not employer intent.

company-pattern-v1

Patterns apply published thresholds to source observations and retain every input. An initial board snapshot never counts as hiring movement.

Current role concentrationcompany-pattern-v1

Current roles concentrate in engineering

5 of 8 currently observed roles are classified as engineering from their titles.

Observed role share: 63%
Minimum current roles: 4
Minimum share: 50%
Roles in family: 5
Current roles: 8

Current evidence windowJun 20, 2026–Jul 20, 2026

Inspect 5 evidence records and limitations

Engineering Manager · Jul 20, 2026 ↗Rust Engineer · Jul 20, 2026 ↗Senior Support Engineer · Jul 20, 2026 ↗Solutions Architect · Jul 20, 2026 ↗Senior Backend Engineer · Jul 20, 2026 ↗

Derived from employer-source observations; it does not establish employer intent, budget, or interview activity.

Company Hiring Trajectory

Two tracks. One chronology. No causal claim.

Latest evidenced history

8roles present now

8source events in latest 30d window

0reviewed company events

Employer-source track

Complete source checks only

Jul 18, 2026
First observedSenior Backend Engineer
RaiseFeed first observed this role at the employer source.
Employer evidence ↗
Jul 18, 2026
First observedSolutions Architect
RaiseFeed first observed this role at the employer source.
Employer evidence ↗
Jul 18, 2026
First observedEngineering Manager
RaiseFeed first observed this role at the employer source.
Employer evidence ↗
Jul 18, 2026
First observedRust Engineer
RaiseFeed first observed this role at the employer source.
Employer evidence ↗
Jul 18, 2026