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CVE-2026-56839

PraisonAI Code agent tools fail open without a workspace boundary

7.3 HighFix available

PraisonAI is a multi-agent teams system. Prior to 4.6.59, the CODE_TOOLS wrappers keep _workspace_root as None and pass workspace=None to read_file, search_replace, and apply_diff helpers that enforce path containment only for a truthy workspace. An application that exposes code_read_file, code_search_replace, or code_apply_diff before set_workspace can therefore let prompt-influenced calls read and modify files outside the intended project directory, while explicitly configured workspaces remain effective. This vulnerability is fixed in 4.6.59.

Attack profile

How easy it is to exploit

Attack vector
Network
Complexity
Low
Privileges needed
Low
User interaction
Required

What an attacker can affect

Confidentiality
High
Integrity
High
Availability
None

Exploit likelihood

0.38%Up 0.1 points since Sep 15, 2026
90%50%10%1%

What each source reports

CVE List Score used 7.3

PraisonAI Code agent tools fail open without a workspace boundary

PraisonAI is a multi-agent teams system. Prior to 4.6.59, the CODE_TOOLS wrappers keep _workspace_root as None and pass workspace=None to read_file, search_replace, and apply_diff helpers that enforce path containment only for a truthy workspace. An application that exposes code_read_file, code_search_replace, or code_apply_diff before set_workspace can therefore let prompt-influenced calls read and modify files outside the intended project directory, while explicitly configured workspaces remain effective. This vulnerability is fixed in 4.6.59.

Record
CVE-2026-56839
CVSS 3.1
7.3 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:N
Weakness
CWE-22, CWE-200, CWE-863
Updated
2026-11-02
EUVDEUVD-2026-77614 7.3

PraisonAI is a multi-agent teams system. Prior to 4.6.59, the CODE_TOOLS wrappers keep _workspace_root as None and pass workspace=None to read_file, search_replace, and apply_diff helpers that enforce path containment only for a truthy workspace. An application that exposes code_read_file, code_search_replace, or code_apply_diff before set_workspace can therefore let prompt-influenced calls read and modify files outside the intended project directory, while explicitly configured workspaces remain effective. This vulnerability is fixed in 4.6.59.

Record
EUVD-2026-77614
CVSS 3.1
7.3 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:N
Updated
2026-11-02
GitHub AdvisoriesGHSA-gcq3-mfvh-3x25 7.3

PraisonAI Code agent tools fail open without a workspace boundary

PraisonAI Code agent tools fail open without a workspace boundary

Summary

PraisonAI Code's agent-compatible CODE_TOOLS wrappers keep a global workspace root initialized to None. If an application uses CODE_TOOLS, code_read_file, code_search_replace, or code_apply_diff before calling set_workspace(), the wrappers pass workspace=None into lower-level helpers that only enforce path containment when a workspace is truthy. Absolute paths outside the intended project workspace are then read and modified.

The official examples correctly call set_workspace() before CODE_TOOLS, and this report does not claim configured workspaces are ineffective. The issue is the fail-open default. PraisonAI's security documentation describes workspace boundaries as the path-traversal protection mechanism, and the already-published Python API arbitrary file write advisory (GHSA-hvhp-v2gc-268q) was fixed by defaulting an unset workspace to os.getcwd(). The adjacent read and edit paths reached through CODE_TOOLS still fail open.

Affected Components

  • Package: praisonai
  • Current upstream main tested: 2f9677abb2ea68eab864ee8b6a828fd0141612e1
  • Latest tested release: v4.6.57
  • Primary files:
    • src/praisonai/praisonai/code/agent_tools.py
    • src/praisonai/praisonai/code/tools/read_file.py
    • src/praisonai/praisonai/code/tools/search_replace.py
    • src/praisonai/praisonai/code/tools/apply_diff.py

Root Cause

agent_tools.py initializes _workspace_root to None and passes it directly to lower-level helpers:

_workspace_root: Optional[str] = None
...
result = _read_file(..., workspace=_workspace_root)
...
result = _search_replace(..., workspace=_workspace_root)

The lower-level helpers only enforce containment if workspace is set:

if workspace:
    if not is_path_within_directory(abs_path, workspace):
        return {"success": False, ...}

The already-hardened write_file() path uses effective_workspace = workspace or os.getcwd(). Current tests assert that write_file(workspace=None) must stay inside the current working directory. The same fail-closed default is missing from read_file, search_replace, apply_diff, and the agent wrappers that call them.

Local-Only Reproduction

Run:

PYTHONPATH=/path/to/PraisonAI/src/praisonai:/path/to/PraisonAI/src/praisonai-agents \
  python poc_code_tools_workspace_bypass.py

Expected vulnerable result:

[poc] HIT: CODE_TOOLS wrappers read and edit outside workspace when workspace is unset

The PoV creates a temporary workspace and a temporary file outside that workspace. With get_workspace() == None, code_read_file() reads the outside file, code_search_replace() modifies it, and code_apply_diff() modifies it again. After set_workspace(workspace), the same outside path is rejected by all three wrappers.

No external services, model providers, or network access are used.

Impact

If an application exposes PraisonAI Code's agent-compatible CODE_TOOLS to an LLM before setting a workspace boundary, prompt-influenced tool calls can read and modify files outside the intended project workspace. The practical attack shape matches the existing PraisonAI prompt-content advisory pattern: untrusted content influences an agent that has been given file-editing tools.

Practical impacts include:

  • reading host secrets or local configuration files accessible to the process user;
  • modifying arbitrary existing files when the attacker can supply or infer matching content for code_search_replace or code_apply_diff;
  • using code_read_file to first learn file content and then code_apply_diff to produce an exact modification;
  • bypassing the advertised workspace-boundary security posture unless the embedding application remembered to call set_workspace() first.

This issue does not claim set_workspace() is ineffective. The control works when configured. The vulnerability is the fail-open…

Record
GHSA-gcq3-mfvh-3x25
CVSS 3.1
7.3 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:N
Weakness
CWE-22, CWE-200, CWE-863
Updated
2026-11-02
NVD 7.3

PraisonAI is a multi-agent teams system. Prior to 4.6.59, the CODE_TOOLS wrappers keep _workspace_root as None and pass workspace=None to read_file, search_replace, and apply_diff helpers that enforce path containment only for a truthy workspace. An application that exposes code_read_file, code_search_replace, or code_apply_diff before set_workspace can therefore let prompt-influenced calls read and modify files outside the intended project directory, while explicitly configured workspaces remain effective. This vulnerability is fixed in 4.6.59.

Record
CVE-2026-56839
CVSS 3.1
7.3 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:N
Weakness
CWE-22, CWE-200, CWE-863
Updated
2026-11-02
OSV 7.3

PraisonAI Code agent tools fail open without a workspace boundary

PraisonAI is a multi-agent teams system. Prior to 4.6.59, the CODE_TOOLS wrappers keep _workspace_root as None and pass workspace=None to read_file, search_replace, and apply_diff helpers that enforce path containment only for a truthy workspace. An application that exposes code_read_file, code_search_replace, or code_apply_diff before set_workspace can therefore let prompt-influenced calls read and modify files outside the intended project directory, while explicitly configured workspaces remain effective. This vulnerability is fixed in 4.6.59.

Record
CVE-2026-56839
CVSS 3.1
7.3 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:N
Weakness
CWE-200, CWE-22, CWE-863
Updated
2026-11-02
OSVGHSA-gcq3-mfvh-3x25 7.3

PraisonAI Code agent tools fail open without a workspace boundary

PraisonAI Code agent tools fail open without a workspace boundary

Summary

PraisonAI Code's agent-compatible CODE_TOOLS wrappers keep a global workspace root initialized to None. If an application uses CODE_TOOLS, code_read_file, code_search_replace, or code_apply_diff before calling set_workspace(), the wrappers pass workspace=None into lower-level helpers that only enforce path containment when a workspace is truthy. Absolute paths outside the intended project workspace are then read and modified.

The official examples correctly call set_workspace() before CODE_TOOLS, and this report does not claim configured workspaces are ineffective. The issue is the fail-open default. PraisonAI's security documentation describes workspace boundaries as the path-traversal protection mechanism, and the already-published Python API arbitrary file write advisory (GHSA-hvhp-v2gc-268q) was fixed by defaulting an unset workspace to os.getcwd(). The adjacent read and edit paths reached through CODE_TOOLS still fail open.

Affected Components

  • Package: praisonai
  • Current upstream main tested: 2f9677abb2ea68eab864ee8b6a828fd0141612e1
  • Latest tested release: v4.6.57
  • Primary files:
    • src/praisonai/praisonai/code/agent_tools.py
    • src/praisonai/praisonai/code/tools/read_file.py
    • src/praisonai/praisonai/code/tools/search_replace.py
    • src/praisonai/praisonai/code/tools/apply_diff.py

Root Cause

agent_tools.py initializes _workspace_root to None and passes it directly to lower-level helpers:

_workspace_root: Optional[str] = None
...
result = _read_file(..., workspace=_workspace_root)
...
result = _search_replace(..., workspace=_workspace_root)

The lower-level helpers only enforce containment if workspace is set:

if workspace:
    if not is_path_within_directory(abs_path, workspace):
        return {"success": False, ...}

The already-hardened write_file() path uses effective_workspace = workspace or os.getcwd(). Current tests assert that write_file(workspace=None) must stay inside the current working directory. The same fail-closed default is missing from read_file, search_replace, apply_diff, and the agent wrappers that call them.

Local-Only Reproduction

Run:

PYTHONPATH=/path/to/PraisonAI/src/praisonai:/path/to/PraisonAI/src/praisonai-agents \
  python poc_code_tools_workspace_bypass.py

Expected vulnerable result:

[poc] HIT: CODE_TOOLS wrappers read and edit outside workspace when workspace is unset

The PoV creates a temporary workspace and a temporary file outside that workspace. With get_workspace() == None, code_read_file() reads the outside file, code_search_replace() modifies it, and code_apply_diff() modifies it again. After set_workspace(workspace), the same outside path is rejected by all three wrappers.

No external services, model providers, or network access are used.

Impact

If an application exposes PraisonAI Code's agent-compatible CODE_TOOLS to an LLM before setting a workspace boundary, prompt-influenced tool calls can read and modify files outside the intended project workspace. The practical attack shape matches the existing PraisonAI prompt-content advisory pattern: untrusted content influences an agent that has been given file-editing tools.

Practical impacts include:

  • reading host secrets or local configuration files accessible to the process user;
  • modifying arbitrary existing files when the attacker can supply or infer matching content for code_search_replace or code_apply_diff;
  • using code_read_file to first learn file content and then code_apply_diff to produce an exact modification;
  • bypassing the advertised workspace-boundary security posture unless the embedding application remembered to call set_workspace() first.

This issue does not claim set_workspace() is ineffective. The control works when configured. The vulnerability is the fail-open…

Record
GHSA-gcq3-mfvh-3x25
CVSS 3.1
7.3 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:N
Weakness
CWE-200, CWE-22, CWE-863
Updated
2026-11-02
OSVPYSEC-2026-3512 7.3

PraisonAI Code agent tools fail open without a workspace boundary

PraisonAI Code agent tools fail open without a workspace boundary

Summary

PraisonAI Code's agent-compatible CODE_TOOLS wrappers keep a global workspace root initialized to None. If an application uses CODE_TOOLS, code_read_file, code_search_replace, or code_apply_diff before calling set_workspace(), the wrappers pass workspace=None into lower-level helpers that only enforce path containment when a workspace is truthy. Absolute paths outside the intended project workspace are then read and modified.

The official examples correctly call set_workspace() before CODE_TOOLS, and this report does not claim configured workspaces are ineffective. The issue is the fail-open default. PraisonAI's security documentation describes workspace boundaries as the path-traversal protection mechanism, and the already-published Python API arbitrary file write advisory (GHSA-hvhp-v2gc-268q) was fixed by defaulting an unset workspace to os.getcwd(). The adjacent read and edit paths reached through CODE_TOOLS still fail open.

Affected Components

  • Package: praisonai
  • Current upstream main tested: 2f9677abb2ea68eab864ee8b6a828fd0141612e1
  • Latest tested release: v4.6.57
  • Primary files:
    • src/praisonai/praisonai/code/agent_tools.py
    • src/praisonai/praisonai/code/tools/read_file.py
    • src/praisonai/praisonai/code/tools/search_replace.py
    • src/praisonai/praisonai/code/tools/apply_diff.py

Root Cause

agent_tools.py initializes _workspace_root to None and passes it directly to lower-level helpers:

_workspace_root: Optional[str] = None
...
result = _read_file(..., workspace=_workspace_root)
...
result = _search_replace(..., workspace=_workspace_root)

The lower-level helpers only enforce containment if workspace is set:

if workspace:
    if not is_path_within_directory(abs_path, workspace):
        return {"success": False, ...}

The already-hardened write_file() path uses effective_workspace = workspace or os.getcwd(). Current tests assert that write_file(workspace=None) must stay inside the current working directory. The same fail-closed default is missing from read_file, search_replace, apply_diff, and the agent wrappers that call them.

Local-Only Reproduction

Run:

PYTHONPATH=/path/to/PraisonAI/src/praisonai:/path/to/PraisonAI/src/praisonai-agents \
  python poc_code_tools_workspace_bypass.py

Expected vulnerable result:

[poc] HIT: CODE_TOOLS wrappers read and edit outside workspace when workspace is unset

The PoV creates a temporary workspace and a temporary file outside that workspace. With get_workspace() == None, code_read_file() reads the outside file, code_search_replace() modifies it, and code_apply_diff() modifies it again. After set_workspace(workspace), the same outside path is rejected by all three wrappers.

No external services, model providers, or network access are used.

Impact

If an application exposes PraisonAI Code's agent-compatible CODE_TOOLS to an LLM before setting a workspace boundary, prompt-influenced tool calls can read and modify files outside the intended project workspace. The practical attack shape matches the existing PraisonAI prompt-content advisory pattern: untrusted content influences an agent that has been given file-editing tools.

Practical impacts include:

  • reading host secrets or local configuration files accessible to the process user;
  • modifying arbitrary existing files when the attacker can supply or infer matching content for code_search_replace or code_apply_diff;
  • using code_read_file to first learn file content and then code_apply_diff to produce an exact modification;
  • bypassing the advertised workspace-boundary security posture unless the embedding application remembered to call set_workspace() first.

This issue does not claim set_workspace() is ineffective. The control works when configured. The vulnerability is the fail-open…

Record
PYSEC-2026-3512
CVSS 3.1
7.3 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:N
Updated
2026-11-02

Affected products

Affected packages

Affected packages
PackageAffectedFixed
praisonai
PyPI
through 4.6.57
4.6.59
praisonai
PyPI
before 4.6.59, plus listed versions
0.0.10.0.100.0.110.0.120.0.13
Show 45 moreShow less
0.0.140.0.150.0.160.0.170.0.180.0.190.0.20.0.200.0.210.0.220.0.230.0.240.0.250.0.260.0.270.0.280.0.290.0.30.0.300.0.310.0.320.0.330.0.340.0.350.0.360.0.370.0.380.0.390.0.40.0.400.0.410.0.420.0.430.0.440.0.450.0.460.0.470.0.480.0.490.0.50.0.500.0.520.0.530.0.540.0.55
4.6.59

History

History
RecordedChangedSources
first indexedCVE List, EUVD, GitHub Advisories, NVD, OSV

Dates are when Every CVE recorded each change. Upstream dates may differ.

In short

CVE-2026-56839 is a high vulnerability (CVSS 7.3) in Mervinpraison Praisonai, published June 18, 2026. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.38%, the 32nd percentile. Fixed in praisonai 4.6.59.

References

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Left out here: 699 versions and the rest of 3 source descriptions. The JSON record has them.

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