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Debug and fix a subtle production bug related to role-based access control in a healthtech service. Target platform: mobile (iOS Swift). Requirements: identify root cause, provide patch, and add regression tests. Constraints: must avoid global state, must include documentation/comments, must be easy to extend, must be ...
WithinUsAI/GOD_Coder_100k
Task type: network_protocol Scenario: payment ledger Domain focus: high-frequency trading systems (safe engineering) Primary language: go Difficulty: expert Scale/SLO: 100k RPS peak Component: component_memyfotk Constraints: include security threat model (defensive only), include verification strategy, include performa...
WithinUsAI/Omega_Genesis_Coder_100k
Write pytest tests for `f65542`. ```python def f65542(a: int, b: int) -> int: return a*a + b*b ``` Include edge cases and a property-style check. ```python import random from m66506 import f65542 def test_known(): assert f65542(3,4) == 25 def test_zero(): assert f65542(0,0) == 0 def test_property_nonne...
WithinUsAI/Royal_Ghost_Coder_501k
Optimize while preserving behavior and order. ```python def f15094(xs): out=[] for x in xs: if x not in out: out.append(x) return out ``` Return `m16442.py` with types and O(n) average. ```python # m16442.py from __future__ import annotations from typing import Iterable, List, Set, TypeVar T=TypeVar("T") d...
WithinUsAI/Royal_Ghost_Coder_501k
Perform a code review for a education PR implementing audit logs. Target platform: ML (scikit + batch). Requirements: list critical issues, improvements, and provide an improved patch excerpt. Constraints: must be secure-by-default, must avoid global state, must include clear error handling, must include tests. Difficu...
WithinUsAI/GOD_Coder_100k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Language: Rust Framework/tooling: Serde Domain: payments platform Logic challenge: build reproducibility failure Task type: monorepo_toolchain_recovery Diffic...
WithinUsAI/GOD_Coder_Complete_DataSet
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Project domain: repo automation Implementation stack: Rust, Axum, SQLx, Redis, Tokio, Docker Software delivery problem: N+1 query explosion Task type: release...
WithinUsAI/GOD_Coder_Complete_DataSet
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Optimize while preserving behavior. File: xbwd9...
WithinUsAI/Royal_Ghost_Coder_501k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Fix a bug and add tests. File: igqc84.py ```pyt...
WithinUsAI/Royal_Ghost_Coder_501k
Task type: network_protocol Scenario: streaming ETL Domain focus: runtime systems Primary language: bash Difficulty: expert+ Scale/SLO: 100k RPS peak Component: component_ptifgsvp Constraints: assume adversarial inputs; validate everything, include verification strategy, explicit contracts and invariants, include deter...
WithinUsAI/Omega_Genesis_Coder_100k
Design a production system for e-commerce supporting caching. Target platform: backend (Python FastAPI). Requirements: APIs, data model, scaling strategy, failure modes, and security. Constraints: must include tests, must include clear error handling, must include documentation/comments. Difficulty: hard. Assume PII mu...
WithinUsAI/GOD_Coder_100k
Fix the bug and add pytest tests. ```python def f91700(n: int) -> int: # sum 1..n inclusive if n < 0: raise ValueError total = 0 for k in range(n): # BUG total += k return total ``` Return unified diffs for `m13100.py` and `test_m13100.py`. *** Begin Patch *** Update File: m13100.py @@ d...
WithinUsAI/Royal_Ghost_Coder_501k
Task type: distributed_algorithm Scenario: real-time notification hub Domain focus: constraint solving Primary language: sql Difficulty: expert Scale/SLO: 99.99% availability Component: component_tipjuxgk Constraints: include security threat model (defensive only), avoid data races and undefined behavior, explicit cont...
WithinUsAI/Omega_Genesis_Coder_100k
Task type: compiler_backend_ir Scenario: edge sync Domain focus: high-frequency trading systems (safe engineering) Primary language: cpp Difficulty: hard Scale/SLO: 99.99% availability Component: component_mcbudnez Constraints: avoid data races and undefined behavior, include verification strategy, include test vectors...
WithinUsAI/Omega_Genesis_Coder_100k
Debug and fix a subtle production bug related to A/B experimentation in a logistics service. Target platform: web (React + TypeScript). Requirements: identify root cause, provide patch, and add regression tests. Constraints: must include clear error handling, must include documentation/comments, must avoid global state...
WithinUsAI/GOD_Coder_100k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Language: TypeScript Framework/tooling: Vitest Domain: payments platform Logic challenge: race condition on worker shutdown Task type: edge_case_hardening Dif...
WithinUsAI/GOD_Coder_Complete_DataSet
Optimize a Python workflow for event dispatching. Requirements: provide an optimized implementation and a small benchmark harness. Constraints: must be streaming-friendly, must be memory-efficient, must include tests, must avoid global state. Difficulty: medium. Ensure the API is testable via dependency injection. Del...
WithinUsAI/python_GOD_coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Optimize while preserving behavior. File: m88k_...
WithinUsAI/Royal_Ghost_Coder_501k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Language: SQL Framework/tooling: MySQL Domain: data pipeline Logic challenge: race condition on worker shutdown Task type: parser_validation_logic Difficulty:...
WithinUsAI/GOD_Coder_Complete_DataSet
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Project domain: payments platform Implementation stack: Next.js, Node.js, Prisma, PostgreSQL, Playwright, Docker Software delivery problem: gRPC retry storm T...
WithinUsAI/GOD_Coder_Complete_DataSet
Fix a subtle bug in a Python module used for task scheduling. Requirements: explain root cause briefly, provide corrected code, and add regression tests. Constraints: must be memory-efficient, must include type hints, must be easy to extend, must provide clear error messages. Difficulty: expert. Provide helpful excepti...
WithinUsAI/python_GOD_coder_100k
Build an elite-grade solution in the domain of ml systems for scenario: event ingestion. Primary language: python. Difficulty: expert. Constraints: avoid undefined behavior and data races, make the interface contract explicit, design for backward compatibility and migrations, document performance characteristics, inclu...
WithinUsAI/Elite_GOD_Coder_100k
Task type: query_optimizer Scenario: identity and access Domain focus: cryptography engineering (defensive) Primary language: rust Difficulty: expert Scale/SLO: p99 < 50ms Component: component_yhbvxgzz Constraints: assume adversarial inputs; validate everything, include verification strategy, include test vectors and f...
WithinUsAI/Omega_Genesis_Coder_100k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: System domain: benchmark harness Stack: GitHub Actions, Docker Compose, Kubernetes, Terraform Cross-layer incident: optimistic locking conflict Task type: aut...
WithinUsAI/GOD_Coder_Complete_DataSet
Refactor to typed, mostly-immutable Python and add minimal tests. ```python class C84426: def __init__(self, values): self.values=list(values) def mean(self): return sum(self.values)/len(self.values) ``` Return `m98802.py` and `test_m98802.py`. ```python # m98802.py from __future__ import annotations from datacla...
WithinUsAI/Royal_Ghost_Coder_501k
Perform a code review for a content moderation PR implementing idempotent payments. Target platform: data (SQL + Python). Requirements: list critical issues, improvements, and provide an improved patch excerpt. Constraints: must be observable (logs/metrics/traces), must include type hints where applicable, must include...
WithinUsAI/GOD_Coder_100k
Build an elite-grade solution in the domain of stream processing for scenario: rate limiting gateway. Primary language: python. Difficulty: expert. Constraints: make the interface contract explicit, provide rollout and rollback guidance, avoid undefined behavior and data races, design for backward compatibility and mig...
WithinUsAI/Elite_GOD_Coder_100k
Build an elite-grade solution in the domain of gpu compute for scenario: analytics pipeline. Primary language: typescript. Difficulty: hard. Constraints: include tests or verification strategy, avoid undefined behavior and data races, assume untrusted inputs; validate and sanitize, design for backward compatibility and...
WithinUsAI/Elite_GOD_Coder_100k
Task type: secure_architecture Scenario: payment ledger Domain focus: program synthesis (safe) Primary language: rust Difficulty: hard Scale/SLO: multi-region active-active Component: component_idnmcxyu Constraints: include backward compatibility and migration plan, include verification strategy, include security threa...
WithinUsAI/Omega_Genesis_Coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Fix a bug and add tests. File: o7ndk7.py ```pyt...
WithinUsAI/Royal_Ghost_Coder_501k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: System domain: benchmark harness Stack: Next.js, Node.js, Prisma, PostgreSQL, Playwright, Docker Cross-layer incident: migration ordering failure Task type: f...
WithinUsAI/GOD_Coder_Complete_DataSet
Fix a subtle bug in a Python module used for task scheduling. Requirements: explain root cause briefly, provide corrected code, and add regression tests. Constraints: must be memory-efficient, must include type hints, stdlib-only. Difficulty: medium. Provide helpful exceptions with actionable messages. Deliverable: AP...
WithinUsAI/python_GOD_coder_100k
Build an elite-grade solution in the domain of networking for scenario: inventory & ordering. Primary language: go. Difficulty: medium. Constraints: make the interface contract explicit, document performance characteristics, avoid undefined behavior and data races, assume untrusted inputs; validate and sanitize. Compon...
WithinUsAI/Elite_GOD_Coder_100k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: System domain: data pipeline Stack: Go, Gin, PostgreSQL, gRPC, Prometheus, Docker Cross-layer incident: partial checkpoint corruption Task type: schema_contra...
WithinUsAI/GOD_Coder_Complete_DataSet
Write pytest tests for `f72695`. ```python def f72695(a: int, b: int) -> int: return a*a + b*b ``` Include edge cases and a property-style check. ```python import random from m10385 import f72695 def test_known(): assert f72695(3,4) == 25 def test_zero(): assert f72695(0,0) == 0 def test_property_nonne...
WithinUsAI/Royal_Ghost_Coder_501k
Write a thorough test suite for a Python component used for file synchronization. Requirements: cover edge cases, invalid inputs, and behavior invariants. Constraints: must handle Windows paths safely, must be streaming-friendly, must include docstrings, must include type hints. Difficulty: hard. Guarantee deterministi...
WithinUsAI/python_GOD_coder_100k
Write pytest tests for `f20426`. ```python def f20426(a: int, b: int) -> int: return a*a + b*b ``` Include edge cases and a property-style check. ```python import random from m02918 import f20426 def test_known(): assert f20426(3,4) == 25 def test_zero(): assert f20426(0,0) == 0 def test_property_nonne...
WithinUsAI/Royal_Ghost_Coder_501k
Fix a subtle bug in a Python module used for ETL pipelines. Requirements: explain root cause briefly, provide corrected code, and add regression tests. Constraints: must handle Windows paths safely, stdlib-only, must be memory-efficient, must include docstrings. Difficulty: medium. Provide helpful exceptions with actio...
WithinUsAI/python_GOD_coder_100k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Project domain: observability collector Implementation stack: FastAPI, PostgreSQL, Redis, Celery, pytest, Docker Software delivery problem: CI failures after ...
WithinUsAI/GOD_Coder_Complete_DataSet
Build an elite-grade solution in the domain of compilers for scenario: chat messaging. Primary language: go. Difficulty: hard. Constraints: avoid undefined behavior and data races, include tests or verification strategy, assume untrusted inputs; validate and sanitize, document performance characteristics. Component: co...
WithinUsAI/Elite_GOD_Coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Refactor to modern typed Python with immutabilit...
WithinUsAI/Royal_Ghost_Coder_501k
Fix the bug and add pytest tests. ```python def f68941(n: int) -> int: # sum 1..n inclusive if n < 0: raise ValueError total = 0 for k in range(n): # BUG total += k return total ``` Return unified diffs for `m95563.py` and `test_m95563.py`. *** Begin Patch *** Update File: m95563.py @@ d...
WithinUsAI/Royal_Ghost_Coder_501k
Refactor a Python module used for ETL pipelines into a clean, extensible design. Requirements: outline the new architecture briefly, then provide the refactored code and tests. Constraints: must include type hints, must include docstrings, must include tests. Difficulty: hard. Handle empty inputs and malformed records ...
WithinUsAI/python_GOD_coder_100k
Write a thorough test suite for a Python component used for CLI tooling. Requirements: cover edge cases, invalid inputs, and behavior invariants. Constraints: must include docstrings, must include type hints. Difficulty: expert. Provide helpful exceptions with actionable messages. Deliverable: API + reference implemen...
WithinUsAI/python_GOD_coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Fix a bug and add tests. File: dxxxqm1.py ```py...
WithinUsAI/Royal_Ghost_Coder_501k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Repository domain: observability collector Primary language: Python Framework/tooling: FastAPI Reported problem: unsafe deserialization Task type: code_review...
WithinUsAI/GOD_Coder_Complete_DataSet
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Refactor to modern typed Python with immutabilit...
WithinUsAI/Royal_Ghost_Coder_501k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Fix a bug and add tests. File: dpwckr53r97z.py ...
WithinUsAI/Royal_Ghost_Coder_501k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Repository domain: payments platform Primary language: YAML Framework/tooling: Docker Compose Reported problem: monorepo toolchain skew Task type: feature_del...
WithinUsAI/GOD_Coder_Complete_DataSet
Build an elite-grade solution in the domain of stream processing for scenario: event ingestion. Primary language: go. Difficulty: medium. Constraints: avoid undefined behavior and data races, include tests or verification strategy, make the interface contract explicit. Component: component_vmqeynj. Assume 50k RPS and p...
WithinUsAI/Elite_GOD_Coder_100k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Project domain: document processing API Implementation stack: GitHub Actions, Docker Compose, Kubernetes, Terraform Software delivery problem: monorepo toolch...
WithinUsAI/GOD_Coder_Complete_DataSet
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Produce an offline-first self-evolving code assi...
WithinUsAI/Royal_Ghost_Coder_501k
Refactor a Python module used for parsing into a clean, extensible design. Requirements: outline the new architecture briefly, then provide the refactored code and tests. Constraints: must include type hints, must provide clear error messages. Difficulty: medium. Support both Windows and POSIX paths correctly. Deliver...
WithinUsAI/python_GOD_coder_100k
Refactor an existing codebase in logistics to support caching cleanly. Target platform: ML (PyTorch + serving). Requirements: propose new modules/layers, dependency boundaries, and migration plan. Constraints: must include type hints where applicable, must include clear error handling, must avoid global state, must be ...
WithinUsAI/GOD_Coder_100k
Implement search + pagination for a developer tooling product. Target platform: backend (Python FastAPI). Requirements: provide production-ready code, configuration, and tests. Constraints: must be production-ready, must include clear error handling, must include type hints where applicable, must be secure-by-default. ...
WithinUsAI/GOD_Coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Refactor to modern typed Python with immutabilit...
WithinUsAI/Royal_Ghost_Coder_501k
Write secure, defensive Python code for data modeling. Requirements: input validation, safe file handling, prevent path traversal, include tests. Constraints: must be memory-efficient, must provide clear error messages, must be streaming-friendly, must be easy to extend. Difficulty: expert. Guarantee deterministic outp...
WithinUsAI/python_GOD_coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Fix a bug and add tests. File: vykec_6ydhy4.py ...
WithinUsAI/Royal_Ghost_Coder_501k
Task type: kernel_syscall_design Scenario: graph query service Domain focus: cryptography engineering (defensive) Primary language: rust Difficulty: hard Scale/SLO: 99.99% availability Component: component_caqxjxia Constraints: include deterministic replay plan, include security threat model (defensive only), include f...
WithinUsAI/Omega_Genesis_Coder_100k
Implement idempotent payments for a IoT telemetry product. Target platform: web (React + TypeScript). Requirements: provide production-ready code, configuration, and tests. Constraints: must be secure-by-default, must be production-ready, must include type hints where applicable, must include clear error handling, must...
WithinUsAI/GOD_Coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Fix a bug and add tests. File: yvj7txogu1xv.py ...
WithinUsAI/Royal_Ghost_Coder_501k
Fix a subtle bug in a Python module used for time series. Requirements: explain root cause briefly, provide corrected code, and add regression tests. Constraints: must provide clear error messages, must be memory-efficient. Difficulty: hard. Include a small CLI example if relevant. Deliverable: implementation + tests....
WithinUsAI/python_GOD_coder_100k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Project domain: benchmark harness Implementation stack: Rust, Axum, SQLx, Redis, Tokio, Docker Software delivery problem: CI failures after dependency upgrade...
WithinUsAI/GOD_Coder_Complete_DataSet
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Produce an offline-first self-evolving code assi...
WithinUsAI/Royal_Ghost_Coder_501k
Design and implement an algorithm for CLI tooling. Requirements: define inputs/outputs, implement solution with complexity analysis, and include tests. Constraints: must avoid global state, must include docstrings. Difficulty: easy. Avoid quadratic behavior on large inputs. Deliverable: corrected code and verification...
WithinUsAI/python_GOD_coder_100k
Fix a subtle bug in a Python module used for ETL pipelines. Requirements: explain root cause briefly, provide corrected code, and add regression tests. Constraints: must handle Windows paths safely, must provide clear error messages. Difficulty: easy. Guarantee deterministic output ordering. Deliverable: API + referen...
WithinUsAI/python_GOD_coder_100k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Language: JavaScript Framework/tooling: Express Domain: benchmark harness Logic challenge: unsafe deserialization Task type: cross_stack_outage_fix Difficulty...
WithinUsAI/GOD_Coder_Complete_DataSet
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Fix a bug and add tests. File: tto9x8.py ```pyt...
WithinUsAI/Royal_Ghost_Coder_501k
Design CI/CD for a logistics service delivering file uploads. Target platform: data (SQL + Python). Requirements: pipelines, checks, artifact strategy, deployments, and rollbacks. Constraints: must be easy to extend, must include documentation/comments, must include tests. Difficulty: hard. Assume PII must be protected...
WithinUsAI/GOD_Coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Optimize while preserving behavior. File: t1wlw...
WithinUsAI/Royal_Ghost_Coder_501k
Design and implement an algorithm for metrics aggregation. Requirements: define inputs/outputs, implement solution with complexity analysis, and include tests. Constraints: must avoid global state, must include docstrings. Difficulty: hard. Handle empty inputs and malformed records gracefully. Deliverable: implementat...
WithinUsAI/python_GOD_coder_100k
Build an elite-grade solution in the domain of high-performance services for scenario: rate limiting gateway. Primary language: python. Difficulty: expert. Constraints: design for backward compatibility and migrations, include tests or verification strategy, assume untrusted inputs; validate and sanitize, avoid undefin...
WithinUsAI/Elite_GOD_Coder_100k
Build an elite-grade solution in the domain of distributed systems for scenario: job scheduler. Primary language: python. Difficulty: hard. Constraints: avoid undefined behavior and data races, make the interface contract explicit, assume untrusted inputs; validate and sanitize, provide rollout and rollback guidance. C...
WithinUsAI/Elite_GOD_Coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Optimize while preserving behavior. File: ah2jd...
WithinUsAI/Royal_Ghost_Coder_501k
Fix the bug and add pytest tests. ```python def f03540(n: int) -> int: # sum 1..n inclusive if n < 0: raise ValueError total = 0 for k in range(n): # BUG total += k return total ``` Return unified diffs for `m86220.py` and `test_m86220.py`. *** Begin Patch *** Update File: m86220.py @@ d...
WithinUsAI/Royal_Ghost_Coder_501k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Optimize while preserving behavior. File: irxoe...
WithinUsAI/Royal_Ghost_Coder_501k
Design CI/CD for a content moderation service delivering multi-tenant isolation. Target platform: web (React + TypeScript). Requirements: pipelines, checks, artifact strategy, deployments, and rollbacks. Constraints: must be performant under load, must be observable (logs/metrics/traces), must include clear error handl...
WithinUsAI/GOD_Coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Fix a bug and add tests. File: kwa7f8f.py ```py...
WithinUsAI/Royal_Ghost_Coder_501k
Design and implement an algorithm for report generation. Requirements: define inputs/outputs, implement solution with complexity analysis, and include tests. Constraints: must include tests, stdlib-only. Difficulty: hard. Support both Windows and POSIX paths correctly. Deliverable: implementation + tests. Problem: com...
WithinUsAI/python_GOD_coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Optimize while preserving behavior. File: g4z5g...
WithinUsAI/Royal_Ghost_Coder_501k
Add observability for rate limiting in a healthtech system. Target platform: ML (PyTorch + serving). Requirements: structured logs, metrics, tracing, dashboards, and alerting rules. Constraints: must include tests, must be secure-by-default, must be production-ready. Difficulty: easy. Assume schema evolves frequently; ...
WithinUsAI/GOD_Coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Produce an offline-first self-evolving code assi...
WithinUsAI/Royal_Ghost_Coder_501k
Task type: gpu_serving_pipeline Scenario: payment ledger Domain focus: static analysis Primary language: python Difficulty: hard Scale/SLO: p99 < 150ms Component: component_mmhfrfre Constraints: assume adversarial inputs; validate everything, include test vectors and fuzz strategy, avoid data races and undefined behavi...
WithinUsAI/Omega_Genesis_Coder_100k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Language: C++ Framework/tooling: Catch2 Domain: auth service Logic challenge: slow cold start Task type: multi_file_migration_repair Difficulty: hard Return ...
WithinUsAI/GOD_Coder_Complete_DataSet
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Project domain: artifact registry Implementation stack: Airflow, dbt, DuckDB, MinIO, pytest Software delivery problem: multi-tenant access leak Task type: arc...
WithinUsAI/GOD_Coder_Complete_DataSet
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Refactor to modern typed Python with immutabilit...
WithinUsAI/Royal_Ghost_Coder_501k
Optimize while preserving behavior and order. ```python def f80042(xs): out=[] for x in xs: if x not in out: out.append(x) return out ``` Return `m40006.py` with types and O(n) average. ```python # m40006.py from __future__ import annotations from typing import Iterable, List, Set, TypeVar T=TypeVar("T") d...
WithinUsAI/Royal_Ghost_Coder_501k
Secure-by-default implementation for analytics pipeline in a education product. Target platform: backend (Go). Requirements: threat model, input validation, authz/authn guidance, safe storage, tests. Constraints: must include tests, must be secure-by-default, must be performant under load, must include clear error hand...
WithinUsAI/GOD_Coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Optimize while preserving behavior. File: vk4ml...
WithinUsAI/Royal_Ghost_Coder_501k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Repository domain: auth service Primary language: Rust Framework/tooling: Tokio Reported problem: websocket reconnect storm Task type: code_review_fix Difficu...
WithinUsAI/GOD_Coder_Complete_DataSet
Perform a code review for a developer tooling PR implementing A/B experimentation. Target platform: backend (Go). Requirements: list critical issues, improvements, and provide an improved patch excerpt. Constraints: must avoid global state, must be secure-by-default, must include tests, must include documentation/comme...
WithinUsAI/GOD_Coder_100k
Refactor a Python module used for rate limiting into a clean, extensible design. Requirements: outline the new architecture briefly, then provide the refactored code and tests. Constraints: must include tests, must be memory-efficient. Difficulty: medium. Support both Windows and POSIX paths correctly. Deliverable: co...
WithinUsAI/python_GOD_coder_100k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Fix a bug and add tests. File: mf3hyuw4pj1.py `...
WithinUsAI/Royal_Ghost_Coder_501k
Task type: secure_architecture Scenario: payment ledger Domain focus: secure enclaves (defensive) Primary language: python Difficulty: expert Scale/SLO: 100k RPS peak Component: component_bufscldk Constraints: include test vectors and fuzz strategy, include security threat model (defensive only), include backward compa...
WithinUsAI/Omega_Genesis_Coder_100k
Write a thorough test suite for a Python component used for file synchronization. Requirements: cover edge cases, invalid inputs, and behavior invariants. Constraints: stdlib-only, must be easy to extend. Difficulty: hard. Avoid quadratic behavior on large inputs. Deliverable: implementation + tests. ```python # tests...
WithinUsAI/python_GOD_coder_100k
Write pytest tests for `f51036`. ```python def f51036(a: int, b: int) -> int: return a*a + b*b ``` Include edge cases and a property-style check. ```python import random from m50148 import f51036 def test_known(): assert f51036(3,4) == 25 def test_zero(): assert f51036(0,0) == 0 def test_property_nonne...
WithinUsAI/Royal_Ghost_Coder_501k
You are Royal Ghost Coder, an expert offline software engineer and code-evolution agent. You produce production-quality code, minimal diffs, and tests. Safety: refuse or redirect requests that enable malware, exploitation, credential theft, or unauthorized access. Task: Refactor to modern typed Python with immutabilit...
WithinUsAI/Royal_Ghost_Coder_501k
system: You are a production-grade software engineer. Return a correct, secure, complete, test-backed solution with concise reasoning and no placeholders. user: Language: C# Framework/tooling: EF Core Domain: reporting engine Logic challenge: migration ordering failure Task type: multi_file_migration_repair Difficulty...
WithinUsAI/GOD_Coder_Complete_DataSet
Build an elite-grade solution in the domain of networking for scenario: multi-tenant SaaS. Primary language: rust. Difficulty: medium. Constraints: avoid undefined behavior and data races, include tests or verification strategy, assume untrusted inputs; validate and sanitize, include invariants and failure modes. Compo...
WithinUsAI/Elite_GOD_Coder_100k
Task type: compiler_frontend Scenario: job scheduler Domain focus: stream processing Primary language: go Difficulty: hard Scale/SLO: multi-region active-active Component: component_pzyzmhfd Constraints: include failure modes and recovery, include performance model and limits, include backward compatibility and migrati...
WithinUsAI/Omega_Genesis_Coder_100k