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Daytona logo

Daytona

Cloud Deploy

Secure sandbox infrastructure for running AI-generated code and agent workloads with isolated, stateful environments, fast startup, and SDK control over files, git, and processes.

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Related tools

Explore products with related capabilities. Check their details for your use case.

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E2B

Cloud Deploy· e2b.dev

Freemium

Cloud sandbox and runtime infrastructure for AI agents and coding assistants, providing secure ephemeral environments for code execution, browser automation, and long-running tasks.

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OverviewProduct evaluationBuild examplesResourcesCompany evidence

Product evaluation

Review Daytona for your team’s requirements before a technical pilot.

Commercial model

Freemium

View vendor website

Listed pricing category. Confirm current rates, limits and enterprise contract terms with the vendor.

Implementation

API listed · Open source listed

DocumentationSource repository

Validate integration, deployment and operational requirements in your own environment.

Enterprise review

Security, data handling, support and contract terms require vendor confirmation. Linked sources do not establish certification or approval.

Public implementation evidence

Built with Daytona

Projects that list this product. Use is self-reported.

Judging lockedEvent-linked buildSource: https://luma.com/swarmhackSubmissions are locked for judging after the event close.
NA
Nithin Aruswamy4 months ago
Popper

**Project description** Popper is an adversarial verification gate for pull requests. We built it after AI coding agents began producing fixes faster than we could confidently review them. A green test was not always proof—it sometimes passed before the fix too. Popper extracts the behavioral claim behind a pull request, generates tests designed to break that claim, and executes each test against both versions of the code: **Fail before + Pass after = Evidence of a fix** Fireworks extracts the claim and generates adversarial tests. Daytona runs them safely in isolated sandboxes. CodeRabbit provides an independent static review, which Popper compares with the executed evidence while keeping opinion and proof clearly separated. Braintrust traces the pipeline, and CopilotKit lets reviewers ask questions about the results. Popper flags tests that pass on both versions as inconclusive and treats sandbox failures as missing evidence—not failed code. It then presents the claim, test results, disagreements, and a recommendation. A human always makes the final merge decision. We built Popper with Next.js and TypeScript, plus a replay system that can instantly load a previously verified run if a live service becomes unavailable.

Listed tools (8)

Scroll for more
  • DaytonaSecure sandbox infrastructure for running AI-generated code and agent workloads with isolated, stateful environments, fast startup, and SDK control over files, git, and processes.
  • BraintrustAI observability and evals platform for tracing production systems, running experiments, and catching regressions.
  • CopilotKitFrontend stack for embedding agents, generative UI, and AG-UI workflows in applications.
  • OpenAI Agents SDKOpen-source Python SDK for building, running, tracing, and handoff-driven AI agents with OpenAI models and tools.
  • Fireworks AIInference platform and model API for serving open and proprietary generative AI models with serverless endpoints and fine-tuning workflows.
  • OpenAI Codex CLILightweight coding agent that runs in the terminal and helps builders inspect, edit, test, and ship code from a local workspace.
0 0 0Open
Company evaluation and adoption evidence

Enterprise fit

Buyer brief for procurement and architecture review

Source-labeled signals for cost, reliability, security, integration, and adoption proof. Missing compliance evidence is shown as a gap, not guessed.

Compare for enterpriseExport brief
Inferred

Commercial model

Freemium profile signal; exact enterprise terms need buyer review.

View source
Needs verification

Reliability

No status page, uptime, or SLA evidence attached

Buyer recommendation

Shortlist only after verifying Reliability and Security/compliance.

API signal supports workflow automation.Docs are linked for implementation review.Open-source path can reduce lock-in review.At least one buyer evidence source is linked or verified.

Real data backfill while adoption proof grows

These are source-linked enrichment paths for missing fields. They are treated as proxies until claimed-company data and first-party tokens& adoption events replace them.

GitHub repository APIfreeStars, forks, license, topics, releases, default branch, repo freshness, and public contributor signal.OpenSSF ScorecardfreeOpen-source security posture checks for repos before enterprise review.Wikidata company graph

AgentRank trust profile

Public proof buyers and agents can trust

AgentRank

51

Public signals · ★ 71,392

Trust Score

47

observed

Category Rank

#5

Cloud Deploy · public signals

Protocols

API, SDK

Agent-readable metadata

Tracked Developers

1

Known active developer activity

Profile Status

Unclaimed

Owner action needed

Trust Registry

AgentRank evidence file
observed

Source breakdown

GitHub71,392

68% confidence

Protocol support

APISDK
Adoption over time
Last 8 weeksCohort private until N≥7 · trust 47

Timeline appears after verified events.

We do not draw a fake adoption chart before live usage, self-reported proof, or challenge activity exists for this product.

Private (N<7)

active developers

Private (N<7)

verified adoptions

Private (N<7)

retention

Growth and Enterprise capabilities

Developer identities, account mapping, retention cohorts, and competitor overlap are available on Growth and Enterprise plans.

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Developer identities
See the builders behind saves, docs clicks, API calls, and retained usage.
Account map
Resolve developer activity into companies, teams, and enterprise accounts.
Retention cohorts
Track first API call through 7/30/90-day retention and expansion.
Competitor overlap
Find developers evaluating alternatives and switching between tools.
Category benchmark
Compare activation, retention, and growth against your market.
Resources
DocsDocs

Official implementation documentation.

GitHubGitHub

Public source repository.

Official websitelaunch_source

Public source used by the daily tool intake.

Company details

Sign in to follow this company, vote for its product, or save it to your workspace.

Community support for Daytona. Votes do not verify product usage.

Pricing
Freemium
Open source
Yes
API available
Yes

GitHub Stats

Stars
71,392
Forks
5,654
Issues
457
14,663
1,148
Open source
Tupper logo
Tupper

Cloud Deploy· github.com

Open source

Open-source local sandboxes for safely running untrusted AI-generated code with isolated execution environments.

89
2
Open source
Aether logo
Aether

Cloud Deploy· runaether.dev

Freemium

Cloud devboxes for running Claude Code, Codex, and OpenCode agents with visible terminals, previews, isolated execution, and PR verification.

API available
Modal logo
Modal

Cloud Deploy· modal.com

Freemium

Serverless cloud platform for running AI, data, and agent workloads with Python-first deployment.

532
139
API available

Keep evaluating Daytona

Comparisons, category adoption data, and shortlist guides that answer the questions this profile raises next.

Check the adoption evidence

  • Cloud Deploy developers actually keep usingFiltered to products with verified usage events, cohort breadth, and retention.
  • AgentRank category rankingsHow every category is ordered by adoption proof, trust, and protocol support.
  • Best Open Source AI ToolsShortlist guide for this category, with the tradeoffs written out.

Own Daytona? Generate its adoption badge embed, or claim the profile to send verified usage events.

CCodeRabbitpendingAI Dev Platforms tool
  • EESLintpendingAI Dev Platforms tool
    • Needs verification

    Security/compliance

    No security, trust, or compliance source attached

    Source linked

    Integration fit

    API profile signal with implementation source linked

    View source
    Inferred

    Adoption proof

    1 recorded adoption event; verification is not established

    Vendor value loop

    Vendors receive anonymous aggregate evaluation demand by default. Account details are shared only after explicit buyer contact or consent.

    Request vendor contact
    free
    Parent company, acquisition, and ownership hints to avoid misleading same-owner comparisons.

    Agent-readable protocol evidence raises trust and commercial readiness.

    Benchmark proof

    Automated measurements unavailable

    Automated performance measurements are unavailable until a separately verified empirical evaluator is configured. Community reports do not unlock this component.

    Trust gaps

    Verify publisher ownership
    Send SDK/API telemetry
    Automated performance measurements unavailable

    Enterprise verification can enrich evidence and export proof packages, but cannot buy rank.

    Next best action

    Verify ownership to manage Daytona.

    Review aggregate activity and connect product usage evidence. Private reports retain their existing permissions and plan requirements.

    Public projects and activity accumulate here before your company joins. Claim this existing profile to manage it and review aggregate activity.

    Claim this tool to review aggregate activity
    Recommended actions
    Prioritized DevRel, product, and sales plays based on live adoption signals.