{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"fly-io","slug":"fly-io","name":"Fly.io","type":"platform","url":"https://fly.io","page_url":"https://unfragile.ai/fly-io","categories":["deployment-infra"],"tags":[],"pricing":{"model":"usage","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"fly-io__cap_0","uri":"capability://automation.workflow.multi.region.docker.container.deployment.with.automatic.edge.distribution","name":"multi-region docker container deployment with automatic edge distribution","description":"Deploys Docker containers across 30+ geographic regions (Sydney to São Paulo) with automatic routing to edge infrastructure closest to end users. Uses a proprietary orchestration layer that provisions Micro VMs per container, manages networking across regions, and routes HTTP traffic based on geographic proximity. Supports framework-agnostic applications (Phoenix, Rails, Django, NextJS, Laravel, SvelteKit) by treating them as Docker artifacts.","intents":["Deploy my application to run close to users worldwide without managing multi-region infrastructure","Reduce latency for global users by running containers at the edge instead of a single data center","Scale a containerized application across multiple regions with a single deployment command"],"best_for":["teams building globally-distributed applications requiring sub-100ms latency","startups deploying AI inference workloads close to users","developers migrating from single-region cloud providers (AWS, GCP, Azure)"],"limitations":["No Terraform support — requires flyctl CLI or proprietary APIs for infrastructure-as-code","Egress bandwidth pricing unknown — potential surprise costs for high-traffic applications","Cold start latency for machines unknown — claimed 'fast enough for HTTP' but no SLA provided","Data residency constraints unknown — no documented GDPR or regional compliance options"],"requires":["Docker image (any language/framework)","flyctl CLI installed (version unknown, available for macOS/Linux/Windows)","Fly.io account with valid payment method","Application must be containerizable"],"input_types":["Dockerfile","docker-compose.yml","application source code (any language)"],"output_types":["running container instances across 30+ regions","HTTP/HTTPS endpoints routed to nearest region","deployment logs and status"],"categories":["automation-workflow","edge-computing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_1","uri":"capability://safety.moderation.hardware.isolated.sandbox.execution.for.untrusted.ai.generated.code.sprites","name":"hardware-isolated sandbox execution for untrusted ai-generated code (sprites)","description":"Executes AI-generated or untrusted code in isolated hardware sandboxes called 'Sprites' with dedicated CPU, memory, networking, and filesystem per instance. Provides environment checkpointing and restoration capabilities, enabling rapid startup (claimed <1 second) and safe execution of code generated by LLMs without risking host system compromise. Each Sprite runs as a separate Micro VM with hardware-level isolation rather than container-level isolation.","intents":["Run code generated by Claude, GPT, or other LLMs safely without exposing my infrastructure","Execute user-submitted code in a sandboxed environment with guaranteed resource limits","Build an agent platform that can safely execute tool calls and generated functions"],"best_for":["AI agent platforms requiring safe code execution (e.g., Mercor, Cogram, Imbue)","no-code/low-code platforms accepting user-generated code","teams building LLM-powered automation tools with code generation"],"limitations":["Sprite launch time claimed as <1 second but no measured variance or SLA provided","Checkpointing semantics unknown — no documentation on consistency guarantees or recovery behavior","Resource limits per Sprite unknown — no documented CPU/memory caps or burst policies","Networking isolation unclear — unknown whether Sprites can access external APIs or internal services"],"requires":["Fly.io account with Sprites feature enabled (availability unknown)","Code to execute (any language supported by Docker)","Understanding of Sprite API and lifecycle management (documentation unknown)"],"input_types":["Python code","JavaScript/Node.js code","any language compilable to Docker image"],"output_types":["execution results","stdout/stderr logs","exit codes","checkpoint snapshots"],"categories":["safety-moderation","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_10","uri":"capability://automation.workflow.customer.friendly.billing.safeguards.with.accidental.deployment.waiver","name":"customer-friendly billing safeguards with accidental deployment waiver","description":"Includes 'Accidental Deployments Are on the House' policy for paid support customers ($29/month minimum), waiving charges for unintended deployments or scaling events. Combines per-second billing granularity with billing safeguards to reduce surprise costs. Specific thresholds for what qualifies as 'accidental' and dispute resolution procedures are not documented.","intents":["Deploy applications without fear of surprise billing from misconfigured auto-scaling","Get support for billing disputes if my application scales unexpectedly","Use per-second billing confidently knowing I have a safety net for mistakes"],"best_for":["startups and small teams with limited budgets concerned about surprise costs","developers new to cloud infrastructure wanting billing protection","teams running experimental workloads with unpredictable resource consumption"],"limitations":["Accidental deployment definition unclear — no documentation on what qualifies for waiver","Waiver only for paid support customers ($29/month minimum) — free tier has no protection","Dispute resolution process unknown — unclear how to request waivers or appeal decisions","Historical examples unknown — no documented cases or precedents for waiver decisions","Scope limited to deployments — unclear if waiver covers other billing surprises (egress, storage, etc.)"],"requires":["Fly.io account with paid support tier ($29/month minimum)","Documentation of accidental deployment or scaling event","Support ticket or contact with Fly.io support team"],"input_types":["billing statement showing unexpected charges","deployment logs or configuration showing misconfiguration","support ticket describing the incident"],"output_types":["billing credit or waiver","support response and resolution"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_11","uri":"capability://automation.workflow.integration.with.managed.databases.and.distributed.systems.cockroach.postgres.elixir.flame","name":"integration with managed databases and distributed systems (cockroach, postgres, elixir flame)","description":"Provides native integration with managed databases (CockroachDB, globally-distributed Postgres) and distributed systems (Elixir FLAME for distributed Erlang clusters) via private networking and coordinated deployment. Enables building multi-service architectures where databases and application clusters run on Fly.io infrastructure with automatic networking and encryption. Specific integration APIs and configuration mechanisms are not documented.","intents":["Deploy a distributed Elixir application with automatic cluster formation across regions","Use a globally-distributed database (Postgres or CockroachDB) with my application","Build a multi-service architecture with coordinated database and application deployments"],"best_for":["teams building distributed systems on Fly.io (especially Elixir/Erlang applications)","applications requiring global database consistency (CockroachDB)","organizations wanting to avoid external managed database services"],"limitations":["Integration APIs unknown — no documentation on how to configure database connections or cluster formation","Database pricing unknown — unclear if managed databases are included or billed separately","Cluster formation procedures unknown — no documentation on how Elixir FLAME clusters are initialized","Failover and recovery unknown — unclear how database and application failures are handled","Backup and recovery procedures unknown — no documentation on database backup strategies"],"requires":["Fly.io account with database integration support","Application compatible with managed database (Postgres or CockroachDB)","For Elixir FLAME: Elixir/Erlang application with FLAME support"],"input_types":["database configuration (connection strings, credentials)","application code (Elixir, Python, Ruby, etc.)","cluster topology (for distributed systems)"],"output_types":["running database instances","application instances connected to database","cluster status and metrics"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_12","uri":"capability://safety.moderation.single.sign.on.sso.and.access.control.with.narrowly.scoped.tokens","name":"single sign-on (sso) and access control with narrowly-scoped tokens","description":"Provides SSO integration for Fly.io account access and API authentication via narrowly-scoped tokens. Tokens can be restricted to specific organizations, applications, or operations, enabling fine-grained access control for CI/CD systems, third-party tools, and team members. Specific SSO providers and token scoping options not detailed.","intents":["I want to use my company's identity provider (Okta, Azure AD, etc.) to access Fly.io","I need to grant CI/CD systems limited API access without exposing full account credentials","I want to restrict team members' access to specific applications or operations","I need to audit and revoke access tokens for security compliance"],"best_for":["enterprises with centralized identity management","teams using CI/CD systems requiring API access","developers implementing least-privilege access controls"],"limitations":["Supported SSO providers not documented (Okta, Azure AD, Google Workspace, etc.)","Token scoping options and granularity not specified","Token expiration and rotation policies not documented","No mention of audit logging for token usage","API rate limits and token quotas not specified"],"requires":["Fly.io account with SSO enabled","Identity provider integration (specific providers unknown)","API token generation and management interface"],"input_types":["SSO credentials (username/password or SAML assertion)","Token scope requirements"],"output_types":["Authenticated session or API token","Access to Fly.io dashboard and APIs"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_13","uri":"capability://safety.moderation.memory.safe.rust.and.go.runtime.stack","name":"memory-safe rust and go runtime stack","description":"Fly's infrastructure is built on memory-safe Rust and Go, reducing vulnerability surface from memory corruption bugs. This architectural choice affects platform reliability and security but does not directly expose capabilities to end users. Mentioned as security differentiator but implementation details not provided.","intents":["I want to deploy applications on infrastructure with reduced memory safety vulnerabilities","I need assurance that the platform itself is built with security-first languages","I want to minimize risk of platform-level exploits affecting my applications"],"best_for":["security-conscious teams deploying sensitive workloads","organizations with strict security requirements and compliance audits","developers prioritizing platform reliability and security"],"limitations":["Memory safety benefits are architectural; not directly controllable by end users","Specific Rust/Go components and their security impact not documented","No documented security audit results or vulnerability disclosure process","Memory safety does not eliminate all security risks (logic bugs, etc.)"],"requires":["Fly.io account (no special requirements)"],"input_types":[],"output_types":["Reduced platform-level vulnerability surface"],"categories":["safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_2","uri":"capability://automation.workflow.per.second.granular.billing.with.reserved.capacity.discounts","name":"per-second granular billing with reserved capacity discounts","description":"Charges for CPU and memory consumption on a per-second basis rather than hourly or monthly minimums, enabling cost-efficient scaling for variable workloads. Offers 40% discount on reserved capacity for predictable workloads, and includes 'Accidental Deployments Are on the House' policy for paid support customers to waive unintended charges. Pricing calculator available but specific per-second rates not documented.","intents":["Pay only for the compute I actually use without monthly minimums or hourly billing blocks","Reduce costs for bursty workloads that scale up and down throughout the day","Get predictable pricing for always-on services by reserving capacity"],"best_for":["startups with variable traffic patterns and limited budgets","teams running AI inference workloads with unpredictable demand","developers prototyping applications before committing to reserved capacity"],"limitations":["Exact per-second rates unknown — must use pricing calculator to determine costs","Egress bandwidth pricing not documented — potential surprise costs for data-heavy applications","Storage pricing unknown — no documented costs for persistent volumes or object storage","Reserved capacity discount (40%) only applies to CPU/memory, not storage or egress"],"requires":["Fly.io account with valid payment method","Understanding of application resource consumption (CPU/memory usage)","Access to pricing calculator (URL unknown)"],"input_types":["application resource metrics (CPU, memory)","traffic patterns and scaling requirements"],"output_types":["monthly billing statement","cost estimates from pricing calculator","reserved capacity pricing quotes"],"categories":["automation-workflow","cost-optimization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_3","uri":"capability://automation.workflow.built.in.private.networking.with.automatic.end.to.end.encryption","name":"built-in private networking with automatic end-to-end encryption","description":"Provides automatic private networking between deployed applications and services (databases, caches, message queues) with end-to-end encryption enabled by default. Eliminates need for manual VPN configuration or public IP exposure. Supports integration with managed databases (Cockroach, globally-distributed Postgres) and distributed systems (Elixir FLAME, RPC systems, clustered databases) via private network connections.","intents":["Connect my application to a database without exposing it to the public internet","Build a multi-service architecture where services communicate securely without VPN setup","Deploy a distributed system (e.g., Elixir cluster) with automatic inter-node encryption"],"best_for":["teams building microservices architectures on Fly.io","applications requiring database privacy (healthcare, fintech, SaaS)","distributed systems requiring secure inter-node communication"],"limitations":["Private networking scope unknown — unclear whether private networks span all 30+ regions or are region-specific","Encryption algorithm and key management unknown — no documentation on TLS version, cipher suites, or key rotation","Integration with external services unclear — unknown whether private networking extends to non-Fly.io services","ACL and access control documentation unknown — no details on how to restrict which services can communicate"],"requires":["Fly.io account with multiple deployed services or databases","Services deployed on Fly.io (private networking may not extend to external services)","Understanding of private network configuration (documentation unknown)"],"input_types":["service names or identifiers","network topology (which services should communicate)"],"output_types":["encrypted network connections between services","private DNS names for service discovery","network logs and diagnostics"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_4","uri":"capability://automation.workflow.gpu.machine.provisioning.for.ai.inference.and.compute.intensive.workloads","name":"gpu machine provisioning for ai inference and compute-intensive workloads","description":"Provisions GPU machines for running AI inference models, training, and compute-intensive workloads alongside CPU-based applications. Specific GPU types, VRAM configurations, and pricing are not documented in available materials. Supports deployment via Docker containers, enabling any GPU-compatible framework (PyTorch, TensorFlow, ONNX, etc.) to run on Fly.io infrastructure.","intents":["Deploy an LLM inference server (e.g., vLLM, Ollama) close to users without managing GPU infrastructure","Run GPU-accelerated batch processing jobs on Fly.io's edge infrastructure","Scale AI inference workloads across multiple regions with GPU support"],"best_for":["teams deploying AI inference models at the edge","startups building AI-powered applications requiring low-latency inference","researchers running distributed training or inference experiments"],"limitations":["GPU types, models, and VRAM configurations unknown — no documentation on available hardware","GPU pricing unknown — no per-second rates or reserved capacity pricing documented","GPU availability by region unknown — unclear which of 30+ regions offer GPU machines","CUDA/cuDNN versions unknown — no documentation on supported GPU software stack","Multi-GPU support unknown — unclear whether machines can have multiple GPUs or if distributed training is supported"],"requires":["Fly.io account with GPU machine access (may require approval or higher tier)","Docker image with GPU support (CUDA, cuDNN, or compatible framework)","GPU-compatible application code (PyTorch, TensorFlow, ONNX, etc.)"],"input_types":["Dockerfile with GPU dependencies","model weights and inference code","input data for inference or training"],"output_types":["inference results","model predictions","training checkpoints","GPU utilization metrics"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_5","uri":"capability://automation.workflow.rapid.vm.provisioning.and.scaling.to.tens.of.thousands.of.instances","name":"rapid vm provisioning and scaling to tens of thousands of instances","description":"Provisions Micro VMs on-demand with claimed startup time fast enough to handle HTTP requests, enabling horizontal scaling to 'tens of thousands of instances' per application. Uses proprietary orchestration to manage VM lifecycle, resource allocation, and termination. Supports auto-scaling based on demand, though specific scaling policies, metrics, and configuration mechanisms are not documented.","intents":["Scale my application from 1 to 10,000+ instances automatically based on traffic","Handle traffic spikes without manual intervention or pre-provisioning capacity","Run short-lived workloads (e.g., batch jobs, webhooks) that start and stop frequently"],"best_for":["applications with unpredictable or bursty traffic patterns","teams building serverless-like experiences on top of containers","platforms running user-generated workloads that need rapid scaling"],"limitations":["Auto-scaling policies unknown — no documentation on metrics (CPU, memory, requests/sec) or thresholds","Scaling latency unknown — claimed 'fast enough for HTTP' but no measured startup time or variance provided","Maximum instance limits unknown — 'tens of thousands' is vague; unclear if there are hard limits per account or region","Scaling configuration unknown — no documentation on how to configure auto-scaling behavior","Cost implications of rapid scaling unknown — per-second billing may result in high costs if scaling is too aggressive"],"requires":["Fly.io account with auto-scaling enabled (may require higher tier)","Application that can handle rapid startup/shutdown cycles","Understanding of application resource consumption for scaling decisions"],"input_types":["application metrics (CPU, memory, request rate)","scaling policy configuration (unknown format)"],"output_types":["running VM instances across regions","scaling events and logs","instance count and utilization metrics"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_6","uri":"capability://automation.workflow.flyctl.cli.based.orchestration.and.deployment.automation","name":"flyctl cli-based orchestration and deployment automation","description":"Provides flyctl command-line interface for deploying, managing, and orchestrating applications on Fly.io infrastructure. Enables deployment from local development environment without web UI, supports CI/CD integration (specific integrations unknown), and provides terminal-based access to logs, metrics, and application management. Eliminates need for Terraform or other IaC tools by using proprietary CLI commands.","intents":["Deploy my application from the command line without using a web dashboard","Integrate Fly.io deployments into my CI/CD pipeline (GitHub Actions, GitLab CI, etc.)","Manage application configuration, scaling, and monitoring from the terminal"],"best_for":["developers comfortable with CLI tools and terminal workflows","teams with existing CI/CD pipelines wanting to add Fly.io deployments","organizations avoiding web UI dependencies for deployment automation"],"limitations":["flyctl version and command reference unknown — no documentation on available commands or flags","CI/CD integration details unknown — unclear which platforms are supported or how to configure webhooks","API documentation unknown — no REST or GraphQL API documented for programmatic access","No Terraform support — requires learning proprietary flyctl commands instead of standard IaC tools","SDK availability unknown — unclear if flyctl can be used as a library or only as a CLI tool"],"requires":["flyctl CLI installed (version unknown, available for macOS/Linux/Windows)","Fly.io account with API token for authentication","Docker image or application source code"],"input_types":["fly.toml configuration file (format unknown)","Dockerfile","application source code"],"output_types":["deployment logs and status","application metrics and logs","configuration updates"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_7","uri":"capability://automation.workflow.persistent.volume.storage.with.fast.local.nvme.and.global.durable.object.storage","name":"persistent volume storage with fast local nvme and global durable object storage","description":"Provides two storage tiers: fast local NVMe storage for high-performance workloads and global durable object storage for persistent data. Supports stateful workloads including clustered databases, RPC systems, and distributed applications. Storage APIs and capacity limits are not documented. Integrates with managed databases (Cockroach, globally-distributed Postgres) for data persistence.","intents":["Store application data persistently across container restarts and deployments","Run stateful services (databases, caches, message queues) on Fly.io","Build distributed systems that require persistent state across multiple regions"],"best_for":["applications requiring persistent state (databases, file storage, caches)","teams building stateful distributed systems on Fly.io","workloads with high I/O requirements needing NVMe performance"],"limitations":["Storage APIs unknown — no documentation on how to access or configure volumes","Capacity limits unknown — no documented maximum volume sizes or quotas","Durability guarantees unknown — no SLA or replication factor documented for object storage","Backup and recovery procedures unknown — unclear how to backup or restore persistent data","NVMe performance characteristics unknown — no documented IOPS, throughput, or latency metrics","Cost model unknown — no pricing for storage capacity or I/O operations"],"requires":["Fly.io account with persistent volume support","Application that can handle volume attachment/detachment","Understanding of storage requirements (capacity, performance, durability)"],"input_types":["volume configuration (size, type, location)","application data (any format)"],"output_types":["mounted filesystem accessible to containers","persistent object storage endpoints","volume metrics and diagnostics"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_8","uri":"capability://safety.moderation.compliance.and.security.certification.with.soc2.type.2.attestation","name":"compliance and security certification with soc2 type 2 attestation","description":"Provides SOC2 Type 2 attestation for compliance-sensitive workloads, with optional HIPAA compliance add-on ($99/month) including Business Associate Agreements (BAAs) and additional security controls. Infrastructure built on memory-safe languages (Rust and Go) to reduce vulnerability surface. Supports SSO authentication and narrowly-scoped API tokens for access control. Specific encryption algorithms, key management, and GDPR compliance details are not documented.","intents":["Deploy healthcare applications requiring HIPAA compliance on Fly.io","Meet SOC2 Type 2 requirements for enterprise customers","Use SSO and fine-grained access control for team security"],"best_for":["healthcare and fintech companies requiring regulatory compliance","SaaS platforms serving enterprise customers with SOC2 requirements","teams prioritizing security and compliance in infrastructure decisions"],"limitations":["HIPAA compliance is optional add-on ($99/month) — base tier may not meet healthcare requirements","Encryption at rest unknown — no documentation on whether data is encrypted by default","GDPR compliance unknown — no documented data residency options or compliance mechanisms","Key management unknown — no documentation on encryption key storage, rotation, or recovery","Audit logging unknown — unclear what compliance events are logged and how long logs are retained","Data deletion procedures unknown — no documented procedures for secure data destruction"],"requires":["Fly.io account with paid support tier for SOC2 attestation","HIPAA compliance add-on ($99/month) for healthcare workloads","Understanding of compliance requirements (HIPAA, SOC2, GDPR, etc.)"],"input_types":["compliance requirements documentation","SSO configuration (SAML, OIDC)","access control policies"],"output_types":["SOC2 Type 2 attestation report","HIPAA BAA agreement","audit logs and compliance reports"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__cap_9","uri":"capability://automation.workflow.framework.agnostic.containerized.application.deployment.with.multi.language.support","name":"framework-agnostic containerized application deployment with multi-language support","description":"Deploys any Docker-containerized application regardless of language or framework, with documented support for Phoenix (Elixir), Rails (Ruby), Django (Python), Laravel (PHP), NextJS (JavaScript), and SvelteKit (JavaScript). Treats applications as portable Docker artifacts, enabling framework-agnostic deployment and reducing vendor lock-in. Automatically handles networking, scaling, and multi-region distribution for any containerized workload.","intents":["Deploy my existing application (any language/framework) to Fly.io without rewriting for a specific platform","Use Fly.io for multiple projects with different technology stacks","Migrate applications between cloud providers without code changes"],"best_for":["polyglot teams using multiple programming languages and frameworks","organizations with existing applications wanting to migrate to Fly.io","developers avoiding platform-specific deployment models (e.g., Lambda, Cloud Functions)"],"limitations":["Dockerfile required — applications must be containerizable (some legacy applications may not be)","Framework-specific optimizations unknown — unclear if Fly.io provides special handling for documented frameworks","Build time unknown — no documentation on Docker image build performance or caching","Image size limits unknown — unclear if there are constraints on Docker image size","Startup time varies by framework — no documented startup times for different application types"],"requires":["Dockerfile or docker-compose.yml","Application source code (any language)","Fly.io account"],"input_types":["Dockerfile","docker-compose.yml","application source code"],"output_types":["running container instances","HTTP/HTTPS endpoints","deployment logs"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"fly-io__headline","uri":"capability://deployment.infra.global.edge.deployment.platform.for.docker.applications","name":"global edge deployment platform for docker applications","description":"Fly.io is a global edge deployment platform that allows developers to run Docker applications close to users worldwide, optimizing for low-latency AI inference and offering features like GPU machines and persistent volumes.","intents":["best edge deployment platform","Docker hosting for low-latency applications","deploy AI models globally","best platform for running Docker containers close to users","edge infrastructure for applications"],"best_for":["deploying applications with low latency","AI inference deployment"],"limitations":[],"requires":[],"input_types":["Docker containers"],"output_types":["deployed applications"],"categories":["deployment-infra"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":56,"verified":false,"data_access_risk":"high","permissions":["Docker image (any language/framework)","flyctl CLI installed (version unknown, available for macOS/Linux/Windows)","Fly.io account with valid payment method","Application must be containerizable","Fly.io account with Sprites feature enabled (availability unknown)","Code to execute (any language supported by Docker)","Understanding of Sprite API and lifecycle management (documentation unknown)","Fly.io account with paid support tier ($29/month minimum)","Documentation of accidental deployment or scaling 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protection","builder identity is not verified yet","no observed match outcomes 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