All Hands

Name: All Hands
Brand: All Hands

AI Native

All Hands is the company behind OpenHands, an open-source coding agent platform that executes end-to-end software development tasks (code changes, tests, PRs), offers self-hosted (Docker/CLI/Web UI) and hosted Cloud runtimes, and provides APIs/SDKs for embedding and orchestrating agent workflows.

Est 2021|Raised $12.5M

LinkedIn 5K|Web traffic 121K|FTEs 19

Published Sep 19, 2026

01Common complaints

- An organization that requires audited enterprise compliance immediately: SOC 2/ISO details are not clearly public and may complicate procurement. - An organization that cannot tolerate agent loops or flaky behavior: community feedback suggests reliability issues can be frequent depending on models and tasks. - An organization unwilling to manage Docker/self-host complexity: even though Cloud exists, many evaluators attempt self-hosting first and report setup challenges. - An organization seeking a single integrated editor experience: Cursor or Copilot inside an IDE may provide a smoother path. - An organization that needs predictable, all-in costs: agentic tools can generate high token usage and costs can vary materially by workload and model choice.

Disqualifiers (poor fit)

Organizations needing turnkey reliability with minimal setup
Highly regulated environments requiring documented SOC 2/ISO evidence immediately
Teams without strong tests/CI (agents perform better with fast feedback loops)

Community-reported limitations

Name collision on PyPI ("openhands" vs a different OpenHands project) causing installation traps; recommended package name is openhands-ai.
Looping behaviors and context growth reported in LocalLLaMA discussions.
Docker/registry pull issues reported by some users.

Vendor-acknowledged challenges

Official messaging around Cloud release describes local setup as a significant pain point.

Roadmap signals

Official posts describe continued work on UX, integrations, and scaling hosted infrastructure, but concrete ETAs for enterprise security features are not prominent in the retrieved sources.

02Why they buy

Differentiators with supporting evidence

Open source and transparency: official materials and community engagement indicate the project is open source and extensible.
Model-agnostic and BYO keys (Cloud Pro): documentation and announcements describe options for bringing your own model keys and some no-markup examples for certain plans/providers.
Multiple integration surfaces: documentation and product descriptions reference a Cloud GUI, CLI, API, and integrations with Slack and Git hosting.

Where competitors have clear advantages

Commercial polish and onboarding: some competitors (Cursor, Copilot) often provide a more streamlined onboarding experience.
Enterprise security packaging: larger vendors typically provide clearer compliance documentation and packaged enterprise controls.

03Field reports

Important ambiguity: multiple “All Hands” products exist

There is evidence of review-site listings for “All Hands” that refer to a different product (a prerecorded video update platform for remote teams), not OpenHands the coding agent. This creates a risk of organizations reading the wrong reviews when searching for "All Hands reviews." For OpenHands (the coding agent), mainstream B2B review coverage on major review sites is limited or absent in the sources retrieved.

Community / social feedback on OpenHands (quotes)

Below are representative quotes from Reddit discussions showing both critical points and some positive sentiment. Negative / critical quotes (reliability, loops, context management): - "their file updating mechanism needs a rewrite as many llm's just straight up go into an error loop trying to update a file. They also have terrible context management, it just continues to grow and grow as your conversation increases." - "It goes into loops very often…" and "Even simple prompts like 'list all files under /workspace' can make it go into loops" Mixed / positive quotes (capability, elegance): - "genuinely find it more elegant and capable than any of the other coding agent tools… doesn’t have a massive prompt… bare bones instructions that seem to generalize well" Implementation/installation friction: - GitHub issue reports a naming collision on PyPI causing install problems and recommends using an alternative package name instead. - Community threads mention Docker/registry pull issues and environment-specific errors when pulling images.

Why customers choose it (inferred from evidence)

Based on official positioning plus community discussion, teams choose OpenHands when they want:

Open source transparency and the ability to modify or extend the code
Model choice / BYO keys (especially for cost control or compliance)
Workflow reach (GitHub/GitLab/Bitbucket/Slack/API)

Why some users leave / prefer alternatives (community signals)

Users report switching (or preferring) alternatives due to:

Agent reliability issues (loops, incomplete tasks)
Installation and developer experience friction (Docker/registry issues, WSL/networking complexity)
Perceived higher product polish in some commercial tools (e.g., Copilot agent mode, Cursor, aider, Cline)

Vendor-published performance claim: SWE-Bench Verified

The vendor has published a benchmark claim on a standard developer-agent benchmark and characterized the result as strong.

Critical evaluation:

This is a substantive claim; organizations should verify details including the exact benchmark configuration, model used, and reproducibility.
Organizations should confirm whether results generalize to an organization's codebase, languages, and CI constraints.

"All Hands Online (Beta)" rollout and addressed setup friction

The hosted beta announcement frames local setup as a major user pain point and presents Cloud as an alternative to self-hosting.

Critical evaluation:

This aligns with community feedback about setup friction.
However, Cloud introduces governance and security considerations (repository permissions, data handling, vendor access) that self-hosting can mitigate.

04Best fit

Best-fit organizations

Size: best suited for small to large engineering organizations; very small teams may face setup/ops overhead while very large enterprises will want documented compliance.
Maturity: teams with CI, tests, structured PR workflows, and a platform/DevEx function.

Best-fit industries

Software, SaaS, developer tooling, and tech-forward enterprises—especially those with:
- strong open source culture
- a need for model flexibility (cost control, data policy, experimentation)

Key personas

Decision makers: VP Engineering, Head of Platform/DevEx, CTO (mid-market)
Influencers: Staff/Principal Engineers, Security Engineering, Compliance
End users: engineers performing maintenance tasks, triaging issues, and fixing CI failures

Qualification criteria (good fit)

Willingness to invest in configuration and guardrails
A clear backlog of routine engineering tasks (test fixes, dependency upgrades, PR iterations)
A desire to avoid single-vendor lock-in to one model or editor

05The pitch

What the product does (objective value proposition)

All Hands is the company behind OpenHands, an open-source coding agent platform designed to execute software development tasks end-to-end (for example, making code changes, running commands/tests, browsing the web, and integrating with Git hosting and collaboration tools). The offering spans: - OpenHands Open Source (self-host / local via Docker/Web UI, plus CLI) - OpenHands Cloud (hosted service) - APIs / SDK for embedding and orchestrating agent workflows OpenHands aims to reduce engineering effort by automating routine development work such as tests, refactors, PR fixes, dependency bumps, and documentation updates via an agent that can operate in a sandboxed runtime and connect to common developer systems.

Target market and positioning

Primary users: software engineers, platform teams, developer productivity teams, and AI tooling teams.
Typical buyers (Cloud / enterprise): engineering leadership, DevEx, platform engineering, security teams (given code/data access), and procurement.
Positioning: describes itself as an open standard / open platform for cloud coding agents (model-agnostic, extensible, self-hostable), in contrast to closed-source agent products.

Get a comprehensive analysis of All Hands including market position, competitive landscape, adoption trends, and peer benchmarks.

Download full report →

Published Sep 19, 2026

01Common complaints

An organization that requires audited enterprise compliance immediately: SOC 2/ISO details are not clearly public and may complicate procurement.
An organization that cannot tolerate agent loops or flaky behavior: community feedback suggests reliability issues can be frequent depending on models and tasks.
An organization unwilling to manage Docker/self-host complexity: even though Cloud exists, many evaluators attempt self-hosting first and report setup challenges.
An organization seeking a single integrated editor experience: Cursor or Copilot inside an IDE may provide a smoother path.
An organization that needs predictable, all-in costs: agentic tools can generate high token usage and costs can vary materially by workload and model choice.

Disqualifiers (poor fit)

Organizations needing turnkey reliability with minimal setup
Highly regulated environments requiring documented SOC 2/ISO evidence immediately
Teams without strong tests/CI (agents perform better with fast feedback loops)

Community-reported limitations

Name collision on PyPI ("openhands" vs a different OpenHands project) causing installation traps; recommended package name is openhands-ai.
Looping behaviors and context growth reported in LocalLLaMA discussions.
Docker/registry pull issues reported by some users.

Vendor-acknowledged challenges

Official messaging around Cloud release describes local setup as a significant pain point.

Roadmap signals

Official posts describe continued work on UX, integrations, and scaling hosted infrastructure, but concrete ETAs for enterprise security features are not prominent in the retrieved sources.

02Why they buy

Differentiators with supporting evidence

Open source and transparency: official materials and community engagement indicate the project is open source and extensible.
Model-agnostic and BYO keys (Cloud Pro): documentation and announcements describe options for bringing your own model keys and some no-markup examples for certain plans/providers.
Multiple integration surfaces: documentation and product descriptions reference a Cloud GUI, CLI, API, and integrations with Slack and Git hosting.

Where competitors have clear advantages

Commercial polish and onboarding: some competitors (Cursor, Copilot) often provide a more streamlined onboarding experience.
Enterprise security packaging: larger vendors typically provide clearer compliance documentation and packaged enterprise controls.

03Field reports

Important ambiguity: multiple “All Hands” products exist

Community / social feedback on OpenHands (quotes)

Below are representative quotes from Reddit discussions showing both critical points and some positive sentiment.

Negative / critical quotes (reliability, loops, context management):

"their file updating mechanism needs a rewrite as many llm's just straight up go into an error loop trying to update a file. They also have terrible context management, it just continues to grow and grow as your conversation increases."
"It goes into loops very often…" and "Even simple prompts like 'list all files under /workspace' can make it go into loops"

Mixed / positive quotes (capability, elegance):

"genuinely find it more elegant and capable than any of the other coding agent tools… doesn’t have a massive prompt… bare bones instructions that seem to generalize well"

Implementation/installation friction:

GitHub issue reports a naming collision on PyPI causing install problems and recommends using an alternative package name instead.
Community threads mention Docker/registry pull issues and environment-specific errors when pulling images.

Why customers choose it (inferred from evidence)

Based on official positioning plus community discussion, teams choose OpenHands when they want:

Open source transparency and the ability to modify or extend the code
Model choice / BYO keys (especially for cost control or compliance)
Workflow reach (GitHub/GitLab/Bitbucket/Slack/API)

Why some users leave / prefer alternatives (community signals)

Users report switching (or preferring) alternatives due to:

Agent reliability issues (loops, incomplete tasks)
Installation and developer experience friction (Docker/registry issues, WSL/networking complexity)
Perceived higher product polish in some commercial tools (e.g., Copilot agent mode, Cursor, aider, Cline)

Vendor-published performance claim: SWE-Bench Verified

The vendor has published a benchmark claim on a standard developer-agent benchmark and characterized the result as strong.

Critical evaluation:

This is a substantive claim; organizations should verify details including the exact benchmark configuration, model used, and reproducibility.
Organizations should confirm whether results generalize to an organization's codebase, languages, and CI constraints.

"All Hands Online (Beta)" rollout and addressed setup friction

The hosted beta announcement frames local setup as a major user pain point and presents Cloud as an alternative to self-hosting.

Critical evaluation:

This aligns with community feedback about setup friction.
However, Cloud introduces governance and security considerations (repository permissions, data handling, vendor access) that self-hosting can mitigate.

04Best fit

Best-fit organizations

Size: best suited for small to large engineering organizations; very small teams may face setup/ops overhead while very large enterprises will want documented compliance.
Maturity: teams with CI, tests, structured PR workflows, and a platform/DevEx function.

Best-fit industries

Software, SaaS, developer tooling, and tech-forward enterprises—especially those with:
- strong open source culture
- a need for model flexibility (cost control, data policy, experimentation)

Key personas

Decision makers: VP Engineering, Head of Platform/DevEx, CTO (mid-market)
Influencers: Staff/Principal Engineers, Security Engineering, Compliance
End users: engineers performing maintenance tasks, triaging issues, and fixing CI failures

Qualification criteria (good fit)

Willingness to invest in configuration and guardrails
A clear backlog of routine engineering tasks (test fixes, dependency upgrades, PR iterations)
A desire to avoid single-vendor lock-in to one model or editor

05The pitch

What the product does (objective value proposition)

OpenHands Open Source (self-host / local via Docker/Web UI, plus CLI)
OpenHands Cloud (hosted service)
APIs / SDK for embedding and orchestrating agent workflows

OpenHands aims to reduce engineering effort by automating routine development work such as tests, refactors, PR fixes, dependency bumps, and documentation updates via an agent that can operate in a sandboxed runtime and connect to common developer systems.

Target market and positioning

Primary users: software engineers, platform teams, developer productivity teams, and AI tooling teams.
Typical buyers (Cloud / enterprise): engineering leadership, DevEx, platform engineering, security teams (given code/data access), and procurement.
Positioning: describes itself as an open standard / open platform for cloud coding agents (model-agnostic, extensible, self-hostable), in contrast to closed-source agent products.

Get a comprehensive analysis of All Hands including market position, competitive landscape, adoption trends, and peer benchmarks.

Download full report →