mrkeyoor.com_
Sat 31 Oct 12:57 UTC
LLM Toolsevaluationupdated 20 Oct 2026

continue review

Continue is an open-source coding assistant for the terminal, VS Code, and JetBrains editors. It connects your coding workflow to language models, but the README now calls 2.0.0 the final release and says the repository is no longer actively maintained.

+54stars / 7d
Verdict

Our Continue install succeeded in 35 seconds, but npm audit reported 12 known vulnerabilities and our run verified neither a build nor tests. Combined with the README's maintenance notice, that makes Continue a deliberate fork or migration decision for existing users. I wouldn't choose it as a new team's default assistant unless someone accepts ownership of fixes.

We ran it

Lab card: what happened when we ran continueScreenshot of continue (continue.dev)
Install✓ · 35s319 packages · 107 MB
Buildn/ano build script
Testsn/ano test script
Known vulns121 critical · 9 high · 0 moderate · 2 low (npm audit)
Repo3001 files~331,015 lines of source · 281.9 MB · 31 CI workflows

Answers from our run

Does continue build from source?

Dependencies installed in 35 seconds (319 packages), and the project has no separate build step. We cloned commit 5522c6f into a clean Debian container with 3 CPUs and no project-specific setup.

Does continue have tests you can run?

Not through a standard command: the project exposes no test script or target that our harness could run.

Does continue have known vulnerabilities in its dependencies?

npm audit flagged 12 known advisories in the dependency tree, including 1 critical at the time of our run.

Who should not use continue?

Teams expecting upstream maintenance for a new standard coding assistant: the README explicitly says active maintenance has ended.

What are the alternatives to continue?

Aider, Cline. Our Continue install succeeded in 35 seconds, but npm audit reported 12 known vulnerabilities and our run verified neither a build nor tests.

SetupN/ADependency installation succeeded, but editor setup and a working model connection were not reproduced.
Docs3/5Documentation rubric: 3/5 means a clear product entry point and explicit limits, with operational setup delegated to separate guides. The README states the final release and client preference, then links provider configuration.
CommunityN/ARecent issue and PR activity was inspected, but ongoing maintainer responsiveness and support quality were not assessed.
MaturityN/AThe final release is documented, but no client build, test suite, or editor compatibility check was completed in our run.

Discussed on

  1. hnShow HN: Continue – Open-source coding autopilot298 points
  2. hnChat vs. Tab: What's the best way to do local AI dev?3 points

Who it’s for

Existing Continue users deciding whether to keep a pinned client while arranging a replacement.
Teams that need a specific Continue integration and can take responsibility for maintaining an Apache-licensed fork.
Developers studying how one coding agent connects model providers to terminal and editor clients.

Who it’s NOT for

Teams expecting upstream maintenance for a new standard coding assistant: the README explicitly says active maintenance has ended.
JetBrains users looking for the project's preferred client: its own README recommends the CLI instead of the plugin.
Organizations requiring an advisory-free dependency baseline: our measured npm audit reported 12 known vulnerabilities, including 1 critical and 9 high.
Contributors who need a verified build and test starting point: our runner found neither target and skipped both steps.

Setup reality

Our sandbox installed Continue commit 5522c6f in 35 seconds on October 14, 2026, recording 319 dependencies and 107 MB on disk. Build and tests were skipped because the runner found no script or target. Npm audit reported 12 known vulnerabilities: 1 critical, 9 high, and 2 low.

Useful agent work still needs a configured model provider. The provider guide describes cloud API keys and local options such as Ollama and LM Studio. Removing Continue's own authentication in the final release does not supply a cloud provider credential or a local model service.

The sandbox had 3 CPUs and 8 GB RAM with image label lab-node:22. That label alone establishes neither the actual runtime nor the operating-system version. Editor compatibility and successful model requests remain outside this run's evidence.

Continue 2.0.0 is a final release you would have to own

Continue's README calls 2.0.0 the final release and says active maintenance has ended. That changes the decision before you choose an editor. An existing user may reasonably keep a working configuration while arranging a move. A team choosing its first coding assistant needs a stronger reason to inherit the code. The Apache-2.0 license makes a fork possible, but a permissive license doesn't assign anyone to fix tomorrow's editor or provider problem.

The README describes a coding agent with CLI, VS Code, and JetBrains clients. Its final-release note says authentication and anonymous telemetry were removed. Those are concrete changes to Continue itself. They don't mean a language-model provider becomes free, anonymous, or unnecessary. If your current workflow depends on Continue, record which client and model connection actually make it useful before deciding what to preserve.

What happened when we ran it

Our sandbox installed Continue commit 5522c6f in 35 seconds on October 14, 2026, recording 319 dependencies and 107 MB on disk. The checkout held 3,001 files, approximately 331,015 lines of source, and occupied 281.9 MB. Installation succeeded. That establishes a dependency-resolution result for this snapshot, rather than a successful session in an editor or a judgment about the quality of generated code.

Build and tests were skipped because our runner found no script or target for either step. The scan recorded 31 CI workflow files, no Dockerfile, and no tests directory. A directory scan cannot prove the absence of tests elsewhere in a large repository. Nor do workflow files prove that the particular clients you need compile successfully. A prospective fork owner still needs to identify the relevant verification commands.

Npm audit reported 12 known vulnerabilities: 1 critical, 9 high, none moderate, and 2 low. The supplied measurements don't identify affected packages or reachable code paths, so they cannot establish exploitability in an editor session. They do establish dependency work that deserves investigation before adoption. The sandbox had 3 CPUs and 8 GB RAM with image label lab-node:22. Actual runtime and operating-system versions require the toolchain logs.

A model provider remains part of the setup

Continue's provider guide describes cloud services alongside local model options. Most cloud providers require API keys. Local choices include Ollama and LM Studio, which move model serving onto infrastructure you operate. The useful distinction for a team is who holds the code context and who keeps the model endpoint working. Our dependency run didn't exercise either arrangement.

The guide also allows multiple providers for different model roles. That flexibility matters if your current Continue setup has a provider combination worth keeping. It creates more configuration to transfer during migration, too. Write down the provider, selected model, and the work assigned to it. A replacement that opens in the same editor may still need different credentials and settings before it can handle that work.

For a local model route, budget and validate the model service separately. The 107 MB dependency footprint we measured covers this repository's installation, not downloaded model weights or inference memory. Nothing in this run measures response latency, coding accuracy, or hardware requirements for a chosen model. Treat those as acceptance questions for your own workload rather than benefits established by a successful install.

JetBrains users receive an explicit recommendation to use the CLI

The README recommends the Continue CLI instead of its JetBrains plugin. That's a specific reason for a JetBrains-focused team to hesitate: choosing the plugin would go against the project's own client advice. It doesn't establish that every plugin installation fails. It does mean you should demonstrate a reason to depend on that plugin before making it part of everyone's development environment.

VS Code users have marketplace and OpenVSX links in the README, while terminal users have a linked npm package. Those distribution choices help locate the clients, but our run checked the source dependency path. It didn't validate a packaged extension or compare the clients. Keep the release artifact you use distinct from the source snapshot we measured when deciding how to reproduce or replace a working setup.

October activity does not cancel the maintenance notice

GitHub recorded the last push on October 19, 2026, and 864 open issues and PRs in the metadata checked on October 20. The queue included an October 19 pull request about preserving the latest user query during history pruning, plus issue updates on October 20. That is evidence of ongoing participation. It doesn't override the README's explicit statement about maintenance or promise another supported release.

For a team taking ownership, that distinction is practical. A proposed patch may offer a useful starting point, but the existence of a PR doesn't establish its correctness or its inclusion in your client. Decide who will review changes and maintain the version you ship. The audit findings and skipped verification steps give that person specific unanswered questions to resolve.

Aider and Cline offer concrete workflows to compare

Aider offers terminal-based pair programming with language models. Cline documents a VS Code workflow with human approval for tool use. These are sensible evaluation candidates for terminal and editor users respectively. We haven't measured either alternative in this review, so this comparison doesn't claim a cleaner audit or a faster setup.

If Continue already earns its place in your day, use that working configuration as the acceptance checklist for a replacement. If you're starting fresh, require an actual reason to own Continue's maintenance burden. A source install can finish in 35 seconds while leaving the client, model connection, and future fixes entirely your responsibility.

Alternatives

ProjectWhat it isPick it when
Aider gh↗A terminal coding assistant that pairs you with language models.pick this instead when terminal-based pair programming is the workflow you want to evaluate.
Cline gh↗A coding agent with terminal and editor clients, including a VS Code approval workflow.pick this instead when the documented VS Code workflow with human approval fits your team.

What people are saying

  1. [lobsters] The reverts will continue until morale improves
  2. [theverge] GTA VI leaks continue with a lengthy (and very nude) gameplay video
  3. [arstechnica] Memory executives expect RAM shortage to continue through 2028
  4. [theverge] Android Central ‘will continue’ despite laying off its staff
  5. [theverge] Waymo’s driverless cars continue to crash less often than people

Sources

  1. Continue README and final-release notice
  2. Continue model providers
  3. Aider README
  4. Cline README
  5. Continue public repository metadata
  6. Continue recently updated issue and PR queue

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