# GREPTILE IN ACTION.

See Greptile catch bugs in some of the most popular open source repos.

## Popular OS repos using Greptile

### NVIDIA

- AI Hardware
- GPU Computing

### OpenClaw

- Open Source
- AI Agent

### PostHog

- Open Source
- Product Analytics

### Netflix Metaflow

- ML Framework
- Data Infrastructure

### Solana

- Blockchain
- Rust

### Meta PyTorch

- Open Source
- Deep Learning

## NVIDIA

- 8.6k Stars
- 1.3k Forks
- 3 Repositories

`dali/core/device_guard.cc`

GPU

greptile

### Unbalanced CUDA release wipes context

[See PR](https://github.com/NVIDIA/DALI/pull/6327/files#r3168764351)

`packages/data-designer/src/data_designer/cli/repositories/provider_repository.py`

Logic

greptile

### Deprecation warnings never reach users

[See PR](https://github.com/NVIDIA-NeMo/DataDesigner/pull/594/files#r3189904028)

`emerging_optimizers/orthogonalized_optimizers/sinkhorn_muon.py`

Validation

greptile

### Sinkhorn check rejects valid output

[See PR](https://github.com/NVIDIA-NeMo/Emerging-Optimizers/pull/102/files#r2820174323)

## Meta PyTorch

- 1.8k Stars
- 350 Forks
- meta-pytorch/OpenEnv Repository

`envs/repl_env/server/repl_environment.py`

Runtime

greptile

### Undefined method breaks every step()

[See PR](https://github.com/meta-pytorch/OpenEnv/pull/437#discussion_r2945910512)

`envs/pathway_analysis_env/models.py`

Alignment

greptile

### Ground truth leaks via state endpoint

[See PR](https://github.com/meta-pytorch/OpenEnv/pull/611#discussion_r3141438092)

`src/openenv/cli/commands/push.py`

Error Handling

greptile

### HF push leaks raw tracebacks

[See PR](https://github.com/meta-pytorch/OpenEnv/pull/559/files#r3101616781)

## Solana

- 174 Stars
- 249 Forks
- solana-foundation/kora Repository

`crates/lib/src/transaction/instruction_util.rs`

Logic

greptile

### Mid-loop overflow leaves orphaned keys

[See PR](https://github.com/solana-foundation/kora/pull/394/files/a519bfcba63f4220512ccebfcfd988270391599e#r2961120516)

`crates/lib/src/transaction/instruction_util.rs`

Validation

greptile

### Empty data parsed as valid ATA Create

[See PR](https://github.com/solana-foundation/kora/pull/393/files/d613f28e5aefe8fb40aa266557a55397d8249e60#r2955607589)

`crates/lib/src/token/token.rs`

Security

greptile

### Null block_id bypasses staleness guard

[See PR](https://github.com/solana-foundation/kora/pull/378/files#r2918933014)

## Netflix Metaflow

- 10.1k Stars
- 1.3k Forks
- netflix/metaflow Repository

`metaflow/plugins/devcontainer/devcontainer_decorator.py`

Security

greptile

### Home mount defeats container sandbox

[See PR](https://github.com/Netflix/metaflow/pull/3069/files/b6efe14fd2888ff61c097d23eb31278fe23f4033#r3012646323)

`metaflow/plugins/catch_decorator.py`

Logic

greptile

### parallel_foreach silently truncates

[See PR](https://github.com/Netflix/metaflow/pull/2987/files#r2900484506)

`metaflow/plugins/metadata_providers/service.py`

Performance

greptile

### O(1) optimization is a silent no-op

[See PR](https://github.com/Netflix/metaflow/pull/3000#discussion_r2906974337)

## OpenClaw

- 369k Stars
- 76.1k Forks
- openclaw/openclaw Repository

`src/plugins/loader.ts`

Logic

greptile

### Closes undefined fd in error path

[See PR](https://github.com/openclaw/openclaw/pull/74294#discussion_r3160519969)

`ui/src/ui/app-chat.ts`

Refactoring

greptile

### Rename leaves 3 callers undefined

[See PR](https://github.com/openclaw/openclaw/pull/73154#discussion_r3151111633)

`src/agents/model-suppression.ts`

Logic

greptile

### Aliased providers escape suppression

[See PR](https://github.com/openclaw/openclaw/pull/74236#discussion_r3159731028)

## PostHog

- 34.3k Stars
- 2.7k Forks
- posthog/posthog Repository

`ee/api/agentic_provisioning/views.py`

Security

greptile

### No auth on provisioning endpoint

[See PR](https://github.com/PostHog/posthog/pull/51418#discussion_r2950313564)

`products/llm_analytics/frontend/tags/llmTaggerLogic.ts`

Security

greptile

### HogQL injection via URL parameter

[See PR](https://github.com/PostHog/posthog/pull/54591/files#r3082768774)

`ee/hogai/django_checkpoint/checkpointer.py`

Security

greptile

### Security PR ships without the fix

[See PR](https://github.com/PostHog/posthog/pull/50115#discussion_r2893529330)

TREX

## Bugs you only catch by running the code.

TREX runs each pull request in a sandbox to catch the bugs that only show up at runtime.

Security

### [Shell expansion bypass lets secrets exfiltrate past the kubectl guard](https://github.com/hashgraph-online/hol-guard/pull/1067#discussion_r3462041185)

hashgraph-online/hol-guard · #1067

Correctness

### [Unanchored regex misparses multi-digit week intervals](https://github.com/nusmodifications/nusmods/pull/4427#discussion_r3447996185)

nusmodifications/nusmods · #4427

Correctness

### [Scoped generation leaks sibling models, breaking the selected-only contract](https://github.com/workos/oagen/pull/121#discussion_r3506200403)

workos/oagen · #121

Correctness

### [Subtree-scoped query skips Rust attributes, returning empty decorators](https://github.com/vitali87/code-graph-rag/pull/566#discussion_r3508904273)

vitali87/code-graph-rag · #566

Data Loss

### [Replay folds a persisted merge twice, so counter merges double-count](https://github.com/structured-world/coordinode-lsm-tree/pull/546#discussion_r3462826336)

structured-world/coordinode-lsm-tree · #546

Concurrency

### [Concurrent creates collide in one directory, deleting the winner's disk](https://github.com/arcboxlabs/arcbox/pull/359#discussion_r3517488869)

arcboxlabs/arcbox · #359

LIVE FEED

## Catching bugs in real-time.

See what Greptile is finding across open source repositories right now.

Concurrency

### [Race condition causes tray actions to be silently dropped during startup](https://github.com/cline/cline/pull/12659#discussion_r3668018668)

cline/cline · #12659

Concurrency

### [Race condition causes deleted history entries to reappear](https://github.com/raycast/extensions/pull/29099#discussion_r3667360785)

raycast/extensions · #29099

Data Integrity

### [Missing file branch causes silent data loss in stream encoder](https://github.com/assistant-ui/assistant-ui/pull/5294#discussion_r3666599158)

assistant-ui/assistant-ui · #5294

Concurrency

### [Race condition between concurrent imports causes stale data exposure](https://github.com/PostHog/posthog/pull/74152#discussion_r3666419215)

posthog/posthog · #74152

Security

### [Authorization bypass via model alias rewriting after access checks](https://github.com/BerriAI/litellm/pull/34938#discussion_r3666333178)

berriai/litellm · #34938

Security

### [Variable expansion in git command bypasses security gate](https://github.com/gptme/gptme/pull/3392#discussion_r3665279775)

gptme/gptme · #3392

Security

### [Symlink traversal allows file scanner to escape user-selected folder scope](https://github.com/raycast/extensions/pull/29027#discussion_r3665156492)

raycast/extensions · #29027

Logic

### [HTML sign-in page incorrectly stored as valid attachment](https://github.com/PostHog/posthog/pull/74184#discussion_r3665082282)

posthog/posthog · #74184

Logic

### [Duplicate tool call chunks incorrectly close arguments prematurely](https://github.com/assistant-ui/assistant-ui/pull/5288#discussion_r3664072277)

assistant-ui/assistant-ui · #5288

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## See Greptile catch bugs in your codebase

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