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Developer opportunities
Find credits, perks, sessions, prizes, and launch boosts that help you turn a tool into a working project people can see.
Start with one build brief. Provider eligibility and final credit amounts stay with each provider.
Startup credit paths
Compare the suggested stacks and provider terms. You can draft a stack or go straight to the provider to check eligibility.
AI app launch
Use Vercel when the immediate job is shipping a public app, fast previews, and a production deployment path for an MVP.
Public offer: up to $30,000 in Vercel startup credits for eligible teams. Provider review and terms apply.
Edge and security
Use Cloudflare when the build needs edge compute, API protection, storage, and global routing from day one.
Public offer: up to $350,000 in Cloudflare credits for a year across startup tiers. Provider terms apply.
Database-backed MVP
Build a branchable Postgres MVP, then check the self-funded or venture-backed credit path. Awards require review, expire after 12 months, and normal plan billing resumes when credits run out.
Public offer: self-funded startups may receive up to $1,000 in Neon credits; the venture-backed path offers up to $200,000 across Neon and Databricks. Provider review applies.
Cloud production scale
Use AWS when the build needs a broad production path across managed AI, compute, storage, databases, and deployment infrastructure.
Public offer: eligible startups can apply for up to $200,000 in AWS Activate credits. Provider review and terms apply.
AI and data platform
Use Google Cloud when the product depends on Gemini, agent workflows, analytics, managed data, or accelerator-backed AI infrastructure.
Public offer: up to $350,000 in Google Cloud credits for eligible AI startups. Provider review and terms apply.
Claude product workflow
Use Anthropic when the core product loop depends on Claude models, agentic workflows, evaluation, and a clear path from prototype to production usage.
Public offer: eligible funded startups may qualify for free credits and priority rate limits. Provider and investor-program terms apply.
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Copy one public link for a cofounder or builder choosing infrastructure; no claim or acceptance is implied.
Public perks
Reviewed company submissions appear alongside curated public provider programs. Final terms, eligibility, and availability remain on the provider page.
Apply with providers
Check the provider’s eligibility, expiry, and billing conditions before applying. A saved offer or build plan does not grant credits.
OpenRouter · LLM API prototypers
Public OpenRouter free-model path for builders testing multiple LLM providers and model families before committing paid inference spend.
Public offer: free users can use free models within published daily and per-minute request limits. Provider terms apply.
Curated public API-quota offer. Start with OpenRouter free models and use tokens& proof to compare model fit before paid routing.
Final free-model availability, rate limits, account requirements, paid-credit thresholds, and pricing are controlled by OpenRouter.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Mistral AI · AI feature builders
Public Mistral API free-mode path for builders evaluating model calls, agent prototypes, and AI features before upgrading to paid API usage.
Public offer: Mistral API free mode supports evaluation and prototyping within limited rate limits. Provider terms apply.
Curated public API-quota offer. Use Mistral free mode for early evaluation and attach tokens& proof before selecting a paid inference path.
Final free-mode limits, eligible models, account requirements, paid-plan upgrade behavior, and pricing are controlled by Mistral AI.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Honeycomb · Observability-first builders
Public Honeycomb free-tier path for builders instrumenting traces, metrics, events, OpenTelemetry, query history, and early AI-agent observability.
Public offer: free forever observability tier with published monthly event and metrics allowances. Provider terms apply.
Curated public free-tier offer. Start with Honeycomb and use tokens& proof to connect instrumentation to reliability and activation decisions.
Final free-tier limits, included features, retention, upgrade pricing, and support terms are controlled by Honeycomb.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Grafana Cloud · Reliability and API builders
Public Grafana Cloud free-tier path for builders watching metrics, logs, traces, profiles, Kubernetes, frontend sessions, synthetic tests, and AI-assisted observability.
Public offer: always-free Grafana Cloud tier with published monthly limits across observability products. Provider terms apply.
Curated public free-tier offer. Start with Grafana Cloud and use tokens& proof to track reliability work against shipped product milestones.
Final free-tier allowances, retention, product-specific limits, account requirements, and upgrade pricing are controlled by Grafana Labs.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Axiom · Log and event builders
Public Axiom free-tier path for builders ingesting logs, metrics, traces, and events with credit-based usage before committing to paid observability.
Public offer: Axiom pricing includes an Always Free usage tier. Provider terms and credit accounting apply.
Curated public free-tier offer. Use Axiom to inspect logs and events, then attach tokens& proof to the build bottleneck being debugged.
Final free-tier thresholds, credit rates, included telemetry, storage, query compute, and upgrade pricing are controlled by Axiom.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Miro · Product and architecture builders
Public Miro startup-credit path for founders planning product discovery, technical architecture, launch workflows, and team collaboration.
Public offer: eligible startups can apply for Miro startup credits, with partner and non-partner paths listed by Miro. Provider terms apply.
Curated public startup-credit offer. Apply through Miro and use tokens& proof to turn planning boards into build packets and shipped decisions.
Final credit amount, partner qualification, account requirements, approval, and workspace terms are controlled by Miro.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Coda · Startup workflow builders
Public Coda startup-credit path for builders consolidating roadmap, CRM, support ops, launch checklists, and AI-backed operating workflows.
Public offer: eligible startups can apply for 6 months of Coda Team plan and partner-dependent AI benefits. Provider terms apply.
Curated public startup-credit offer. Apply through Coda and use tokens& proof to convert operating docs into builder workflow artifacts.
Final plan access, duration, AI benefit eligibility, partner requirements, approval, and renewal pricing are controlled by Coda.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Oracle Cloud · Cloud and database builders
Public Oracle Cloud Free Tier path for builders testing cloud apps, databases, Arm compute, storage, and deployment infrastructure before paid OCI usage.
Public offer: US$300 in Oracle Cloud credits for 30 days plus Always Free services. Provider terms apply.
Curated public free-tier offer. Use OCI for cloud experiments, then attach deployment proof and cost assumptions in tokens&.
Final free-tier access, trial duration, account limits, region availability, and service terms are controlled by Oracle.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Live opportunities
Find a session to learn a tool or work on a project. Check the event page for dates, registration, and any prize or credit requirements.
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Vapi · Voice-agent builders
Public Vapi startup-program path for builders prototyping conversational voice agents, telephony flows, and support or sales automation.
Public offer: Vapi describes enhanced startup usage credits including 90,000 free usage minutes. Provider review and terms apply.
Curated public startup offer. Apply through Vapi and use tokens& proof to connect voice-agent experiments to shipped workflows.
Final minute allocation, eligibility, approval, model costs, telephony costs, and program availability are controlled by Vapi.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Composio · Agent integration builders
Public Composio free-tier path for builders wiring AI agents to SaaS tools, auth, MCP workflows, and action-taking integrations.
Public offer: free tier includes 20,000 tool calls per month. Provider terms apply.
Curated public free-tier offer. Use Composio for agent tool access and track the working integration path in tokens&.
Final included calls, rate limits, supported tools, plan terms, and billing rules are controlled by Composio.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Helicone · LLM observability builders
Public Helicone Hobby path for builders monitoring LLM requests, storage, latency, cost, and prompt behavior before paid observability.
Public offer: Hobby tier includes 10,000 free requests and 1 GB storage. Provider terms apply.
Curated public free-tier offer. Use Helicone to instrument LLM traffic and tie quality/cost proof back to tokens&.
Final request limits, storage limits, retention, seats, and plan terms are controlled by Helicone.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
LangSmith · LangChain and agent builders
Public LangSmith Developer path for builders debugging, tracing, evaluating, and improving LangChain or LangGraph applications.
Public offer: Developer plan starts at $0 with included monthly base traces. Provider terms apply.
Curated public free-tier offer. Use LangSmith to debug agent traces and record the validated workflow in tokens&.
Final trace limits, retention, seats, usage billing, and plan terms are controlled by LangChain.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Mem0 · Agent memory builders
Public Mem0 free-tier path for builders adding persistent memory to AI agents, assistants, support bots, and personalized workflows.
Public offer: free tier with 10,000 memories. Provider terms apply.
Curated public free-tier offer. Use Mem0 for agent memory experiments and attach a working memory loop to tokens& proof.
Final memory limits, retrieval behavior, retention, account terms, and usage billing are controlled by Mem0.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Pipedream · Integration and automation builders
Public Pipedream free-tier path for builders testing event-driven workflows, API integrations, and automation glue before production scale.
Public offer: free-tier workflow testing and included usage subject to Pipedream limits. Provider terms apply.
Curated public free-tier offer. Use Pipedream to validate automation paths and record the workflow proof in tokens&.
Final credit limits, workflow limits, testing limits, connector access, and billing terms are controlled by Pipedream.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Arcade · Agent auth builders
Public Arcade Hobby path for builders connecting agents to services with auth challenges, tool executions, and user-authorized actions.
Public offer: Hobby tier includes 100 user challenges, 1,000 standard tool executions, and 50 pro tool executions. Provider terms apply.
Curated public free-tier offer. Use Arcade to test authorized agent actions and attach the permissioned workflow proof in tokens&.
Final included challenges, tool executions, auth features, deployment options, and plan terms are controlled by Arcade.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Zep · Long-running agent builders
Public Zep free-tier path for builders evaluating context-graph memory and retrieval for long-running AI agents.
Public offer: Free plan for agent memory with provider-defined limits and rate limits. Provider terms apply.
Curated public free-tier offer. Use Zep to evaluate agent memory and record retrieval proof inside tokens&.
Final free-plan limits, rate limits, retention, graph features, and usage terms are controlled by Zep.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Galileo · AI eval and reliability builders
Public Galileo free-tier path for builders testing AI evaluations, observability, traces, and reliability guardrails before enterprise scale.
Public offer: start free with 5,000 traces per month. Provider terms apply.
Curated public free-tier offer. Use Galileo to evaluate model behavior and keep reliability proof connected to the build path.
Final trace limits, retention, guardrail features, rate limits, and plan terms are controlled by Galileo.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
CircleCI · AI-native software teams
Public CircleCI startup path for AI-native teams that need reliable CI/CD, multiple executor types, and faster validation loops before scaling infra spend.
Public offer: up to $20,000 in free compute credits and up to 24 months free for eligible startups. Provider review applies.
Curated public startup offer. Use CircleCI to reduce test and release bottlenecks, then attach shipped proof in tokens&.
Final credit amount, free period, eligibility, support access, and program approval are controlled by CircleCI.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
LaunchDarkly · Release and AI-agent builders
Public LaunchDarkly Developer plan for builders testing feature flags, experiments, releases, and AI-agent controls before a paid rollout process.
Public offer: Developer plan is free to start with no credit card required and provider-defined usage limits.
Curated public free-tier offer. Use LaunchDarkly to test gated releases and connect rollout proof to a saved stack.
Final included features, AI run limits, logs, traces, replay limits, and plan terms are controlled by LaunchDarkly.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Linear · Product-led startup teams
Public Linear Startup Program path for early teams organizing product work, AI workflows, issues, specs, and release plans around a focused build cadence.
Public offer: up to 6 months of free access to Linear Basic and Business plans for eligible partner-affiliated startups.
Curated public startup offer. Use Linear to turn credit intent into a scoped product build and proof cadence.
Final partner eligibility, plan access, duration, and approval are controlled by Linear.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Atlassian · Startup operating teams
Public Atlassian for Startups path for teams that need Jira, Confluence, Loom, Bitbucket, and related collaboration tools during early product buildout.
Public offer: $0 for 12 months with provider-defined seat and product limits for eligible startups.
Curated public startup offer. Use Atlassian to coordinate build, support, docs, and product proof in one operating stack.
Final product scope, seat limits, duration, eligibility, and approval are controlled by Atlassian.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Notion · Founder operators
Public Notion for Startups path for founders consolidating docs, project plans, research, CRM, AI writing, and internal knowledge into one workspace.
Public offer: Business plan free for up to 6 months with advertised savings up to $12,000. Provider terms apply.
Curated public startup offer. Use Notion to package startup-credit research into build plans, customer notes, and launch proof.
Final free duration, savings, customer status, eligibility, and included AI features are controlled by Notion.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Anthropic · Venture-backed AI builders
Public Anthropic startup path for venture-backed AI teams evaluating Claude API credits, priority rate limits, and technical startup resources.
Public offer: eligible funded startups may qualify for free credits and priority rate limits. Provider and investor-program terms apply.
Curated public startup offer. Apply only if the team matches Anthropic's startup path, then track the Claude build proof in tokens&.
Final credit access, rate limits, VC-partner qualification, account attribution, and terms are controlled by Anthropic.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Tavily · RAG and agent-search builders
Public Tavily Researcher plan for builders adding real-time search, RAG context, and agent research workflows before paying for higher usage.
Public offer: free Researcher plan with 1,000 API credits per month and no credit card required. Provider terms apply.
Curated public free-tier offer. Use Tavily to prototype agent search and attach the resulting retrieval proof in tokens&.
Final monthly credits, rate limits, endpoint scope, billing, and plan terms are controlled by Tavily.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Auth0 · B2B SaaS and agent builders
Public Auth0 for Startups path for early companies building secure B2B identity, SSO, MFA, and AI-agent access patterns before enterprise sales.
Public offer: one year of the B2B Professional plan free for eligible startups, including provider-defined MAU and enterprise features.
Curated public startup offer. Use Auth0 when identity and enterprise-readiness are gating the next customer proof.
Final free-year eligibility, MAU limits, enterprise features, funding limits, and approval are controlled by Auth0.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Firecrawl · Student AI-agent builders
Public Firecrawl student program for verified student builders prototyping AI agents, hackathon apps, research crawlers, and web-data workflows.
Public offer: verified students get 10,000 free credits with a valid educational email. Provider verification and terms apply.
Curated public student-builder offer. Use Firecrawl to turn agent data access into a testable public build artifact.
Final student verification, credit amount, educational-email requirements, limits, and terms are controlled by Firecrawl.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Apify · Web-data and automation builders
Public Apify startup path for teams collecting online data, building scrapers, launching Actors, or powering AI workflows with managed extraction.
Public offer: 30% discount on the Scale plan for startups. Provider eligibility and plan terms apply.
Curated public startup offer. Use Apify when web-data collection is the build bottleneck, then save the actor or dataset proof.
Final startup eligibility, discount approval, Scale plan scope, billing, and usage terms are controlled by Apify.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Render · Full-stack AI app builders
Public Render startup path for founders deploying full-stack apps, APIs, workers, Postgres, and AI workloads without standing up a DevOps team first.
Public offer: qualified startups can apply for $500 Founder credits, with higher partner tiers available. Provider review and terms apply.
Curated public startup offer. Use Render when deploy speed and persistent full-stack infrastructure are the first build bottleneck.
Final credit tier, partner eligibility, funding limits, approval, and expiration terms are controlled by Render.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Microsoft Azure · Cloud and AI startup builders
Public Microsoft for Startups path for founders building AI apps, cloud services, data products, and enterprise-ready software on Azure.
Public offer: up to $150,000 in startup credits over time as eligible startups verify progress and usage. Microsoft review and terms apply.
Curated public startup offer. Use Azure credits when a build needs enterprise cloud, AI models, or Microsoft ecosystem distribution.
Final credit unlocks, eligibility, verification, service scope, and approval are controlled by Microsoft.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Supabase · MVP backend builders
Public Supabase free tier for builders prototyping Postgres-backed apps with auth, storage, edge functions, realtime, and vector-ready data workflows.
Public offer: free plan for simple websites, passion projects, and MVPs. Current limits and pause rules stay with Supabase.
Curated public free-tier offer. Use Supabase when the fastest path is a Postgres, auth, storage, and realtime backend in one stack.
Final free-plan limits, inactivity behavior, usage charges, and terms are controlled by Supabase.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
WorkOS · B2B and MCP builders
Public WorkOS startup path for B2B builders adding user management, enterprise SSO, SCIM, RBAC, audit logs, and MCP auth readiness.
Public offer: User Management is listed as free up to 1M MAUs. Provider pricing and product limits apply.
Curated public startup offer. Use WorkOS when first enterprise customer proof depends on SSO, directories, RBAC, or MCP auth.
Final free-tier limits, product availability, usage charges, and terms are controlled by WorkOS.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Stytch · B2B SaaS and agent builders
Public Stytch free tier for B2B SaaS and AI-agent builders who need auth, orgs, SSO or SCIM connections, M2M tokens, RBAC, and fraud controls.
Public offer: B2B plan starts at $0 with listed always-free MAU, SSO/SCIM, and M2M token allowances. Provider limits apply.
Curated public free-tier offer. Use Stytch when B2B auth, org policy, and AI-agent access controls are gating launch.
Final MAU, SSO/SCIM, M2M, add-on pricing, fraud controls, and terms are controlled by Stytch.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Svix · API and SaaS integration builders
Public Svix free tier for builders adding reliable outbound webhooks, ingest, transformations, replay, and an embedded webhook UI.
Public offer: free webhooks tier with no card requirement and listed message, SLA, retention, and transformation allowances. Provider limits apply.
Curated public free-tier offer. Use Svix when webhook reliability is needed before building a custom delivery system.
Final free-tier rate limits, retention, SLA, message billing, and terms are controlled by Svix.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
LiveKit · Voice and realtime agent builders
Public LiveKit free tier for builders testing voice AI agents, realtime audio/video, telephony, inference, observability, and session analytics.
Public offer: Build plan starts at $0 with no card requirement and listed agent, inference, telephony, metrics, and analytics features. Provider limits apply.
Curated public free-tier offer. Use LiveKit when the first proof needs voice, video, realtime transport, or agent sessions.
Final free-plan minutes, inference credits, telephony, feature access, and terms are controlled by LiveKit.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
PubNub · Realtime app builders
Public PubNub free tier for builders adding realtime chat, collaboration, decisioning, presence, messaging, and event workflows.
Public offer: forever-free plan with no card requirement and listed MAU, transaction, and storage allowances. Provider limits apply.
Curated public free-tier offer. Use PubNub when realtime messaging or presence is the fastest path to a working user proof.
Final MAU, transaction, storage, add-on trial, overage, and terms are controlled by PubNub.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.
Ably · Realtime and AI support builders
Public Ably free tier for builders shipping realtime messaging, WebSocket experiences, AI support chat, collaboration, and data broadcast proofs.
Public offer: free proof-of-concept package with listed connection, message, and product access limits. Provider limits apply.
Curated public free-tier offer. Use Ably when realtime infrastructure is required before a production package decision.
Final package limits, connection/message capacity, storage, support, usage pricing, and terms are controlled by Ably.
External provider offer. tokens& verifies the public source, but redemption and usage are not tracked until the provider converts it to a tracked program.