Zencoder

What it does

Writes code

YesGenerates and modifies code across many files and languages from one prompt, then validates its own output and self-corrects on lint or test failures.The Coding Agent is Zencoder's primary development tool that generates, modifies, and refactors code across multiple files and languages.docs.zencoder.ai/features/coding-agent ↗

Debugs and fixes

YesA dedicated Fix a Bug workflow investigates root cause, writes a solution document for review, then implements the fix and confirms the regression is gone.The agent implements the fix, runs tests, and verifies the regression is resolved. Results go into implementation.md.docs.zencoder.ai/zenflow/workflows/fix-… ↗

Writes tests

YesWriting tests is named as a first-class task type, and after each task Zenflow runs the repository's own linters, type-checkers and test suites as verification.Zenflow Code works directly within your codebase to execute complex multi-file engineering tasks — such as implementing large features, refactoring…docs.zencoder.ai/zenflow/overview ↗

Reviews code

YesReview is a separate workflow step that can be assigned a different model than the one that wrote the code, and agents can review incoming pull requests.Automated code reviews | Agent reviews incoming pull requests and posts feedbackdocs.zencoder.ai/admin/agents ↗

Whole-codebase work

PartlyAgents work across a whole repository on any plan, but the cross-repository indexing that carries a change through several services starts at Pro Plus and is admin-configured.Multi-Repository Search is available for users on Pro Plus and Pro Max plans. Repository and Connections management requires Owner or Manager role…docs.zencoder.ai/features/multi-repo ↗

Ships it

PartlyIt commits, pushes the task branch and opens a pull request with a pre-filled description, and can auto-push, but no page claims it deploys to an environment.Zenflow pushes the task branch and opens the PR on GitHub.docs.zencoder.ai/zenflow/integrations/g… ↗

How much it does unattended

Runs autonomously

YesAgents complete tasks unattended on a schedule or from a repository event, load context, edit, run tests and publish results without a person approving each step.deployed as headless workers that live in your CI/CD systems... they load the repo map, follow their instructions, plan edits, run tests, and publish…docs.zencoder.ai/learn/enterprise-best-… ↗

Multi-agent

YesSeveral agents run at once in separate Git worktrees, and a single workflow can hand planning, implementation and review to different agents and models.Zenflow's parallel execution model lets you run multiple agents simultaneously across different tasks.docs.zencoder.ai/zenflow/blast-agents ↗

Agent permissions

YesEvery saved preset carries a permission mode, MCP tool calls prompt per invocation unless marked always-allow, and committing or pushing is a separate opt-in setting.Agents request explicit permission before invoking MCP tools:docs.zencoder.ai/features/security ↗

Which models it runs on

Claude

YesAnthropic models are in the managed catalogue on paid plans and Claude Code can be chosen as the runtime; the Opus tiers require Pro Plus or above.Anthropic | Haiku 4.5, Sonnet 4.6, Opus 4.6, Opus 4.7docs.zencoder.ai/clis/overview ↗

GPT

YesOpenAI models are in the managed catalogue on paid plans and the Codex CLI can run as the agent runtime; the largest GPT tier needs Pro Plus or above.OpenAI | GPT-5.3 Codex, GPT-5.4, GPT-5.4-mini, GPT-5.5docs.zencoder.ai/clis/overview ↗

Open models

PartlyOpen-weight models are not sold in the managed catalogue; you reach them by declaring your own Ollama or vLLM endpoint in settings.json and paying for that inference yourself.Local models: Run open-source models via Ollama or vLLM on your machinedocs.zencoder.ai/clis/custom-agent ↗

Model choice

YesYou pick the model per chat and per workflow step from a published catalogue, and can switch mid-task; Auto routing is one option rather than the only path.Zencoder has a model selector in the chat input. Use the dropdown to pick which LLM runs your messages. The options you see depend on your plan and…docs.zencoder.ai/features/models ↗

Where you use it

In your editor

YesMarketplace plugins put the agent inside VS Code, JetBrains IDEs and Android Studio, where diffs are reviewed and accepted without leaving the editor.Zencoder's IDE plugins provide standard AI co-pilot functions and coding agents directly inside your favorite editor.docs.zencoder.ai/get-started/install-id… ↗

On the command line

PartlyTerminal agents are supported as runtimes — its own Zen CLI plus Claude Code and Codex — but the docs frame them as hosted inside the editor rather than as a standalone Zencoder terminal product.Zencoder acts as a host for external AI coding CLIs, giving them IDE integration, multi-repo context, custom agents, and skills. You pick the…docs.zencoder.ai/features/universal-cli… ↗

In your pipeline

PartlyHeadless agents can be triggered from GitHub, GitLab, Bitbucket or a webhook and act on pull requests, but that autonomous-flows capability is sold as a paid add-on from Pro Plus upward.It's a paid addon (Pro Plus plan or higher). Contact sales viadocs.zencoder.ai/learn/enterprise-best-… ↗

In a browser

PartlyThe main app is a desktop download; the only documented browser route to it is installing Zenflow on your own VPS, while auth.zencoder.ai covers administration and analytics rather than agent work.Once logged in, you'll see the onboarding screen of Zenflow and now can work with it through browser remotelydocs.zencoder.ai/zenflow/vps-setup ↗

Whose machine it runs on

Self-hosted

PartlyZenflow can be installed on a VPS you own, and a full private deployment running orchestration and inference inside your network is listed as an Enterprise-plan feature.A private deployment gives you deeper control by running agents, orchestration, and inference on infrastructure you operate.docs.zencoder.ai/features/private-deplo… ↗

Not established: Open source

What it costs to run

How it meters

YesBilling pairs a per-seat monthly fee with metered credits, where each model carries a published multiplier and extra credits are bought on demand at a $20 minimum.Zencoder uses a usage-based credit model. Every paid plan includes a flat seat price plus a monthly credit allowance. Credits are consumed by LLM…docs.zencoder.ai/faq/pricing ↗

Free tier

YesA standing $0 Free plan exists but carries no bundled credits, so continuous use needs your own provider key; a 7-day Pro trial adds 5,000 credits once.You move to Free at the end of the current billing period. Plan credits are forfeited. Existing top-ups remain usable. After top-ups run out, your…docs.zencoder.ai/faq/pricing ↗

API access

PartlyOrg API keys authenticate CI integrations and the VPS install, but the only REST endpoint documented is organisation usage analytics, gated to Pro Plus and an Owner or Manager role.API access is available for users on Pro Plus plans and above. Requires Owner or Manager role permissions within your organization.docs.zencoder.ai/features/analytics-api ↗

MCP server

NoZencoder consumes MCP servers rather than publishing one, so another agent has no documented MCP endpoint through which to query or drive it.Zencoder acts as an MCP client — it connects to MCP servers that expose specific capabilities like database queries, API calls, or browser automation.docs.zencoder.ai/features/mcp-deep-dive ↗

Bring your own key

YesYour own OpenAI or Anthropic key works on every plan and those calls consume no credits, and custom providers go further with local, VPC or third-party endpoints.All plans — including Free — support BYOK. When you use your own API key (OpenAI, Anthropic, or Gemini), LLM calls go through your key and do not…docs.zencoder.ai/faq/pricing ↗

Buying it for a team

A company can buy it

YesSeats are bought and managed centrally: an Owner controls billing and members, Managers handle users and repositories, and Enterprise terms are quoted by sales.Owner | Full organization control — billing, users, settings, repositoriesdocs.zencoder.ai/features/security ↗

Seat model

YesPriced per user per month with a credit allowance attached to each seat; seats are freed and reassigned from the admin panel and no minimum seat count is published.Per-seat credits that refresh each month.zencoder.ai/pricing ↗

Pooled budget

PartlyCredits pool across the organisation with admin-set per-user caps from Pro Plus upward, while the Pro tier is listed as per-seat credits only.Pooled across all seats with per-user caps.zencoder.ai/pricing ↗

Admin controls

YesAdmins cap how much of the shared pool each user may burn, choose which repositories agents can index and read, and can restrict repository access to named emails.Admins can set a max-% cap of the org credit pool per user... A user who hits their cap is blocked from further usage until the admin re-allocates or…docs.zencoder.ai/faq/pricing ↗

Audit log

PartlyAuthentication, user-management, configuration and usage events are recorded and exportable as CSV, but only from Pro Plus upward — the entry Pro tier has none.Available on Pro Plus, Pro Max, and Enterprise plans.docs.zencoder.ai/features/team-administ… ↗

Single sign-on

PartlySAML 2.0 and OIDC are supported with enforced SSO-only login and automatic provisioning, but the capability begins at Pro Plus rather than the entry paid tier.Available on Pro Plus, Pro Max, and Enterprise plans... SAML 2.0 and OIDC supportdocs.zencoder.ai/features/security ↗

What happens to your code

Opt out of training

YesTraining on customer code is refused outright rather than offered as a toggle, and code context is described as processed ephemerally unless persistence is switched on.No model training on your code — Your code is never used to train or fine-tune any AI modeldocs.zencoder.ai/features/security ↗

Data residency

PartlyNo hosting region or jurisdiction is named for the managed cloud and no region picker is documented; the published answer to a residency mandate is to run a private deployment yourself.Private deployments are recommended for regulated industries, strict data-residency mandates, air-gapped environments, and teams with proprietary…docs.zencoder.ai/features/private-deplo… ↗

Getting out

PartlyAudit logs and analytics export as CSV and repository indexes are deletable on demand, but plan credits expire every billing period with no rollover and top-ups are non-refundable.No. Plan credits expire at the end of your monthly billing period. Top-up credits, however, remain usable.zencoder.ai/pricing ↗

Certifications

YesSOC 2 Type II, ISO 27001 and ISO 42001 certification are claimed alongside GDPR compliance, with reports offered through a hosted trust centre.SOC 2 Type II, ISO 27001, and ISO 42001. Full audit trails, zero code storage, zero model training on your data.zencoder.ai ↗