release sha256:485d8b578218…525 offers across 472 vendors4 changes
Software, on the record.
See what software companies offer, what agents can use, and the evidence behind it. A public record you can inspect, question and build on.
Agent readiness report cards
Can an agent actually use it? See what works, what gets in the way, and what we tested. Grades are computed, never written.
Anthropic API
API service lifecycle
B
Machine credentials exist but require manual copying, broad authority, or weak lifecycle support.
- Evaluate: Ready. The exact service and stable evaluation or access entrypoints are publicly discoverable.
- Sign up: Limited. Machine credentials exist but require manual copying, broad authority, or weak lifecycle support.
- Pay: Ready. Charge or no-charge status, currency, recurrence, and material conditions are disclosed.
- Provision: Limited. Delivery needs additional human transfer or has weak scope or lifecycle semantics.
- Operate: Limited. Safe failure handling is documented only partially.
AWS Cloud
API resource management
B+
Completion is observable, but an asynchronous path omits a material terminal, bound, or reconciliation property.
- Evaluate: Ready. The exact service and stable evaluation or access entrypoints are publicly discoverable.
- Sign up: Ready. A stable canonical route begins the required access bootstrap.
- Pay: Ready. Charge or no-charge status, currency, recurrence, and material conditions are disclosed.
- Provision: Limited. Completion is observable, but an asynchronous path omits a material terminal, bound, or reconciliation property.
- Operate: Limited. Safe failure handling is documented only partially.
Cloudflare Developer Platform
API resource management
C+
Machine credentials exist but require manual copying, broad authority, or weak lifecycle support.
- Evaluate: Ready. The exact service and stable evaluation or access entrypoints are publicly discoverable.
- Sign up: Limited. Machine credentials exist but require manual copying, broad authority, or weak lifecycle support.
- Pay: Limited. Self-service is tier- or condition-limited, or a bounded vendor review exposes status.
- Provision: Limited. Delivery needs additional human transfer or has weak scope or lifecycle semantics.
- Operate: Limited. Safe failure handling is documented only partially.
Datadog API
Monitor operations
C+
Machine credentials exist but require manual copying, broad authority, or weak lifecycle support.
- Evaluate: Ready. The exact service and stable evaluation or access entrypoints are publicly discoverable.
- Sign up: Limited. Machine credentials exist but require manual copying, broad authority, or weak lifecycle support.
- Pay: Limited. The public commitment omits a material component until later in the flow.
- Provision: Limited. Delivery needs additional human transfer or has weak scope or lifecycle semantics.
- Operate: Limited. Safe failure handling is documented only partially.
DigitalOcean Cloud
API resource management
B
Machine credentials exist but require manual copying, broad authority, or weak lifecycle support.
- Evaluate: Ready. The exact service and stable evaluation or access entrypoints are publicly discoverable.
- Sign up: Limited. Machine credentials exist but require manual copying, broad authority, or weak lifecycle support.
- Pay: Ready. Charge or no-charge status, currency, recurrence, and material conditions are disclosed.
- Provision: Limited. Delivery needs additional human transfer or has weak scope or lifecycle semantics.
- Operate: Limited. Safe failure handling is documented only partially.
GitHub REST API
Repository operations
B+
Delivery needs additional human transfer or has weak scope or lifecycle semantics.
- Evaluate: Ready. The exact service and stable evaluation or access entrypoints are publicly discoverable.
- Sign up: Ready. A stable canonical route begins the required access bootstrap.
- Pay: Ready. Charge or no-charge status, currency, recurrence, and material conditions are disclosed.
- Provision: Limited. Delivery needs additional human transfer or has weak scope or lifecycle semantics.
- Operate: Limited. Safe failure handling is documented only partially.
Startup programs and credits
Find the offer behind the headline: what you get, who qualifies, and where to apply. Every record carries its evidence.
Attio
Attio Startup Program
Qualified startups get 80% off the annual Pro plan and credits for their first year, 30% off their second year, dedicated onboarding support, and perks from partner tools like Linear and Notion.
80% offat Attio · cost not stated
AssemblyAI
AssemblyAI Startup Program
Eligible early-stage startups receive 12 months of recurring free credits and discounted pricing on AssemblyAI models, along with co-marketing opportunities and feature access.
12 months of recurring free credits and discounted pricing
Auth0
Auth0 for Startups
Eligible startups receive a free plan for a full year featuring 100,000 monthly external active users, Enterprise Identity Providers, Pro MFA & Password Protection, and SSO for Auth0 Dashboard, plus access to apply for $5,000 in AWS
Free for 1 year
Amplitude
Startup Scholarship
Get one year of free access to the Amplitude Growth plan—including Analytics, Feature and Web Experimentation, Session Replay, and Activation—plus competitive discounts for life.
1 year free access to Amplitude Growth plan
Chargebee
Chargebee for Startups
Eligible early-stage startups receive access to Chargebee Billing's Performance plan (normally $599/month) for free until processing $1 million in cumulative billed revenue.
Free up to $1M in cumulative revenue ($599/mo value)
Appwrite
Appwrite Startups Program
Eligible early-stage startups receive up to 80% discounts on Pro and Scale paid plans, Cloud credits, Appwrite Cloud Pro for 12 months, and priority support.
Up to 80% offat Appwrite · cost not stated
Source of record
One release, signed
Everything on this page is computed from the release below. Take it with you; attribution is the only ask.
- Policy as of
- 7 Sept 2026
- Licence
- CC BY 4.0
- companies.json
- Company identity and current assets.
- startup-credits.json
- Startup programs, offers and governing policies.
- agent-readiness.json
- Public report cards and their explicit Offer links.
- changes.ndjson
- Every material change, append-only.
- MCP server
- The record as live tools for agents, hosted.
- openapi.yml
- The exact shape of the API, versioned.
MethodologyPoliciesChangesFind your companyOpen source on GitHub
