
Worked extensively on the mondoohq/cnquery repository, delivering robust backend features and reliability improvements across cloud, device, and asset management. Leveraged Go and TypeScript to build modular provider integrations for AWS, Azure, and Microsoft 365, enabling automated discovery, authentication, and resource querying. Enhanced system resilience through defensive error handling, cross-platform compatibility, and test-driven bug fixes, while introducing utilities for SBOM parsing, dynamic CLI input, and programmatic configuration. Focused on data integrity by refining asset recording, multi-identifier lookups, and unified tagging systems. Prioritized maintainability with code refactoring, dependency management, and comprehensive test coverage, supporting scalable, production-ready infrastructure and developer tooling.
April 2026 — Mondoohq cnquery: Delivered programmatic configuration setup enabling Viper to be configured from a Config struct without requiring a separate config file. This reduces config-file dependencies, improves runtime configurability, and enhances testability. The work centers on new ApplyConfig and configToMap utilities, plus a refactor to hide configToMap as private, aligning with clean architecture and access control.
April 2026 — Mondoohq cnquery: Delivered programmatic configuration setup enabling Viper to be configured from a Config struct without requiring a separate config file. This reduces config-file dependencies, improves runtime configurability, and enhances testability. The work centers on new ApplyConfig and configToMap utilities, plus a refactor to hide configToMap as private, aligning with clean architecture and access control.
March 2026 focused on governance, stability, and discovery at scale. Delivered a unified tagging system for space and organization resources, introduced a Product struct for system metadata with safe defaults, and expanded discovery coverage while stabilizing core providers. Also improved UX by removing deprecated attributes, normalizing IDs, and refining error handling for unsupported features, resulting in more reliable, query-friendly infrastructure management for enterprise teams.
March 2026 focused on governance, stability, and discovery at scale. Delivered a unified tagging system for space and organization resources, introduced a Product struct for system metadata with safe defaults, and expanded discovery coverage while stabilizing core providers. Also improved UX by removing deprecated attributes, normalizing IDs, and refining error handling for unsupported features, resulting in more reliable, query-friendly infrastructure management for enterprise teams.
February 2026 – cnquery: Delivered major enhancements to asset/resource lookup and asset recording management, enabling faster data retrieval, offline processing, and improved internal data linking. Implemented multi-identifier lookups (asset MRN, platform IDs, connection ID) with internal ID lookups and added a Disk-based Recording Provider for asset recordings. Also performed codebase maintenance (go mod tidy for providers, nit var cleanup) to improve build reliability and maintainability.
February 2026 – cnquery: Delivered major enhancements to asset/resource lookup and asset recording management, enabling faster data retrieval, offline processing, and improved internal data linking. Implemented multi-identifier lookups (asset MRN, platform IDs, connection ID) with internal ID lookups and added a Disk-based Recording Provider for asset recordings. Also performed codebase maintenance (go mod tidy for providers, nit var cleanup) to improve build reliability and maintainability.
Concise monthly summary for 2026-01 focusing on key developer achievements in mondoohq/cnquery. Delivered data-model enhancements for recording flows, improved asset data consistency, and stabilized test utilities, with clear alignment to business value and quality standards.
Concise monthly summary for 2026-01 focusing on key developer achievements in mondoohq/cnquery. Delivered data-model enhancements for recording flows, improved asset data consistency, and stabilized test utilities, with clear alignment to business value and quality standards.
Monthly summary for 2025-12 (mondoohq/cnquery): In December, delivered core features that improve SBOM interoperability, enhance CLI UX, and add reusable data utilities, while stabilizing the SBOM workflow and maintaining code quality. Key outcomes include a robust CycloneDX SBOM parsing stack, a generic data-intersection utility, and dynamic terminal input prompts that together raise both business value and developer productivity. Key achievements: - CycloneDX SBOM Parsing Enhancements: implemented multi-decoder support, provider refactor, and asset parsing for operating_system/container details; reduced parsing errors and improved interoperability across formats. Notable commits: f8dfd358269c28ebb04eb27cd34d6082eda79102; 138f87d5a2b2d0db4da57d7d7765a66a285cb387; d276853b3cb6cd262bdac29dc7fb728d2e1c17fe. - Slicesx Intersection Utility: added a generic intersection function (slicesx.Intersection) to enable type-agnostic data comparisons across the slicesx package. Commit: 275e87d5b698f7c6c98dc3b76a93e318c3d56221. - Dynamic Input Prompts for Terminal Applications: introduced dynamic input prompts driven by command-line flags and generalized password input to improve user interaction and efficiency. Commit: 41f91b2dc47c59a088ff7707a1202c65bddfafa6. - Bug fixes and stability improvements: fixed a panic in CycloneDX conversion, updated SBOM provider to utilize the new multi-decoder, and applied lint fixes to maintain CI health.
Monthly summary for 2025-12 (mondoohq/cnquery): In December, delivered core features that improve SBOM interoperability, enhance CLI UX, and add reusable data utilities, while stabilizing the SBOM workflow and maintaining code quality. Key outcomes include a robust CycloneDX SBOM parsing stack, a generic data-intersection utility, and dynamic terminal input prompts that together raise both business value and developer productivity. Key achievements: - CycloneDX SBOM Parsing Enhancements: implemented multi-decoder support, provider refactor, and asset parsing for operating_system/container details; reduced parsing errors and improved interoperability across formats. Notable commits: f8dfd358269c28ebb04eb27cd34d6082eda79102; 138f87d5a2b2d0db4da57d7d7765a66a285cb387; d276853b3cb6cd262bdac29dc7fb728d2e1c17fe. - Slicesx Intersection Utility: added a generic intersection function (slicesx.Intersection) to enable type-agnostic data comparisons across the slicesx package. Commit: 275e87d5b698f7c6c98dc3b76a93e318c3d56221. - Dynamic Input Prompts for Terminal Applications: introduced dynamic input prompts driven by command-line flags and generalized password input to improve user interaction and efficiency. Commit: 41f91b2dc47c59a088ff7707a1202c65bddfafa6. - Bug fixes and stability improvements: fixed a panic in CycloneDX conversion, updated SBOM provider to utilize the new multi-decoder, and applied lint fixes to maintain CI health.
Concise monthly summary for 2025-11 focusing on the cnquery repo achievements and business value. Highlights include a usability enhancement for Microsoft 365 provider, documentation and test improvements, robustness fixes for arrays and IDs, and provider version bumps enabling new features and fixes. The work demonstrates a strong mix of developer experience, test-driven changes, and delivery of features with tangible business impact.
Concise monthly summary for 2025-11 focusing on the cnquery repo achievements and business value. Highlights include a usability enhancement for Microsoft 365 provider, documentation and test improvements, robustness fixes for arrays and IDs, and provider version bumps enabling new features and fixes. The work demonstrates a strong mix of developer experience, test-driven changes, and delivery of features with tangible business impact.
October 2025 CNQuery: Delivered significant provider reliability and tooling improvements that strengthen production readiness, reduce risk, and improve developer productivity. Highlights include LR/mqlr provider enhancements with duplicate-detection and fail-on-duplicates option, the Mqlr tooling/docs overhaul with a unified generate command, restored AWS resource discovery with robust test coverage, and core stability upgrades (Go 1.25, dependencies, protobuf regeneration) with deterministic generation and stricter CLI flags. These changes improve safety of LR pipelines, enable faster iteration, and improve reliability in production deployments.
October 2025 CNQuery: Delivered significant provider reliability and tooling improvements that strengthen production readiness, reduce risk, and improve developer productivity. Highlights include LR/mqlr provider enhancements with duplicate-detection and fail-on-duplicates option, the Mqlr tooling/docs overhaul with a unified generate command, restored AWS resource discovery with robust test coverage, and core stability upgrades (Go 1.25, dependencies, protobuf regeneration) with deterministic generation and stricter CLI flags. These changes improve safety of LR pipelines, enable faster iteration, and improve reliability in production deployments.
September 2025 CNQuery development focused on enabling out-of-the-box networking queries, hardening data integrity, and improving error signaling. Key progress includes delivering default network providers (networkdiscovery and networkdevices) with Cisco Catalyst and SSH-based connectors for automatic discovery and device querying; cleaning up data models by removing deprecated v8 kind field and enum; fixing MRN/URL assignment for assets with multiple platform IDs; enhancing bundle compilation error feedback; and strengthening asset recording to prevent duplicates. These changes collectively reduce manual configuration, improve data reliability, and accelerate network-related queries and operational workflows.
September 2025 CNQuery development focused on enabling out-of-the-box networking queries, hardening data integrity, and improving error signaling. Key progress includes delivering default network providers (networkdiscovery and networkdevices) with Cisco Catalyst and SSH-based connectors for automatic discovery and device querying; cleaning up data models by removing deprecated v8 kind field and enum; fixing MRN/URL assignment for assets with multiple platform IDs; enhancing bundle compilation error feedback; and strengthening asset recording to prevent duplicates. These changes collectively reduce manual configuration, improve data reliability, and accelerate network-related queries and operational workflows.
August 2025 — repo: mondoohq/cnquery. Focused on reliability hardening, diagnostics, and packaging resilience across platforms. Delivered cross-OS device mounting improvements, enhanced resource diagnostics, a configurable message size cap, and non-fatal Windows packaging retrieval. These changes reduce operational toil, accelerate issue triage, and strengthen deployment safety across environments.
August 2025 — repo: mondoohq/cnquery. Focused on reliability hardening, diagnostics, and packaging resilience across platforms. Delivered cross-OS device mounting improvements, enhanced resource diagnostics, a configurable message size cap, and non-fatal Windows packaging retrieval. These changes reduce operational toil, accelerate issue triage, and strengthen deployment safety across environments.
Month 2025-07 – CNQuery delivered notable provider integration and safety enhancements, improving interoperability and reliability. The team focused on enabling Azure and Microsoft 365 provider interaction and introducing a guardrail for query compilation, backed by tests and clear commit traceability.
Month 2025-07 – CNQuery delivered notable provider integration and safety enhancements, improving interoperability and reliability. The team focused on enabling Azure and Microsoft 365 provider interaction and introducing a guardrail for query compilation, backed by tests and clear commit traceability.
May 2025 CNQuery — Focused on stability, error handling, and reliability across core subsystems. No new features shipped this month; three major bug fixes delivered with added unit tests to guard against regressions.
May 2025 CNQuery — Focused on stability, error handling, and reliability across core subsystems. No new features shipped this month; three major bug fixes delivered with added unit tests to guard against regressions.
April 2025 for mondoohq/cnquery focused on strengthening cloud authentication for Azure and AKS, delivering modular, configurable credential resolution and robust token handling to support automated deployments and secure access patterns across CLI, environments, and identities.
April 2025 for mondoohq/cnquery focused on strengthening cloud authentication for Azure and AKS, delivering modular, configurable credential resolution and robust token handling to support automated deployments and secure access patterns across CLI, environments, and identities.
February 2025 monthly summary for mondoohq/cnquery: Delivered reliability and resilience improvements focusing on multi-LUN device discovery and safe SBOM generation. These changes reduce operational risk, improve cross-OS compatibility, and provide clearer diagnostics for faster triage. Key commits include 002452a527855037d3496bad5b83372561c42e27 and e3c2a4674b1464f7b9d782e7d94e5a4fab8f02f3.
February 2025 monthly summary for mondoohq/cnquery: Delivered reliability and resilience improvements focusing on multi-LUN device discovery and safe SBOM generation. These changes reduce operational risk, improve cross-OS compatibility, and provide clearer diagnostics for faster triage. Key commits include 002452a527855037d3496bad5b83372561c42e27 and e3c2a4674b1464f7b9d782e7d94e5a4fab8f02f3.
January 2025 CNQuery (mondoohq/cnquery) monthly summary focusing on data integrity, resilience, and platform hygiene. Delivered key fixes and robustness improvements that reduce data duplication, enhance asset integrity, and lower operational risk. Also aligned versioning with platform updates to ensure compatibility.
January 2025 CNQuery (mondoohq/cnquery) monthly summary focusing on data integrity, resilience, and platform hygiene. Delivered key fixes and robustness improvements that reduce data duplication, enhance asset integrity, and lower operational risk. Also aligned versioning with platform updates to ensure compatibility.
Month 2024-12 highlights the CNQuery team's delivery of Microsoft 365 user data enrichment and a stability-focused bug fix, with notable provider enhancements improving data completeness and security/compliance visibility. Key outcomes include new resources for microsoft.user.auditlog, microsoft.user.identity, and microsoft.user.signin, a version bump to provider 11.1.0, and a defensive fix for missing sign-in data that eliminates nil states in partial datasets. These advances enable richer audit/identity insights, reduce automation failures, and strengthen customers' security and compliance tooling.
Month 2024-12 highlights the CNQuery team's delivery of Microsoft 365 user data enrichment and a stability-focused bug fix, with notable provider enhancements improving data completeness and security/compliance visibility. Key outcomes include new resources for microsoft.user.auditlog, microsoft.user.identity, and microsoft.user.signin, a version bump to provider 11.1.0, and a defensive fix for missing sign-in data that eliminates nil states in partial datasets. These advances enable richer audit/identity insights, reduce automation failures, and strengthen customers' security and compliance tooling.
November 2024 (mondoohq/cnquery) focused on accelerating device and asset discovery, improving data fidelity, and stabilizing cloud integrations. Key features and fixes delivered: - Block Device Alias Search Enhancement: improves device identification by resolving /dev/disk/by-id aliases. Commit 9f6c79da40e163afe34c966169976dd06b17b7cc. - Windows Appx Package Discovery from Filesystem: scans and parses Windows Appx packages directly from the filesystem, enabling Appx recognition without remote command execution. Commit a9cc1bfc35f22866c8686ce4cfc6991da50ed701. - Enhanced File Search with Depth Control: adds depth parameter to FindFiles and FileSearch for targeted discovery; includes reliability fixes (nil direntry checks). Commits 35364938d2f8b44722ab18fd726690cb3ec5d822, d9eeec10a1e620c057159a73a862ca7962452e60, 4daa3612216928967d03a0ea0e3b221e236e1dc5. - MS365 Provider Version Update: upgrades to 11.0.43 to apply latest fixes. Commit 5196dc277ba734a4e1abda7a883c099cce44e6ce. - EC2 SSM Connection Management Improvements: establishes SSM connections when the agent is online, labels SSM status, includes session credentials; with related fixes to avoid panics and ensure correct assignment. Commits e2511bdd9556585c3cc824be563c6f7667bb231a, 405a999d9b93193d027bb7e8a9f8e80e2b975d9f, 0d5431cbe309d7d47c7ec2c5f16b9122281f60f6. - Preserve Asset Labels on Image Connections: preserves user-defined labels by merging asset and connection labels rather than overwriting. Commit 769aae442025a65a0d772090eb8ebd84dea447f1. Overall impact: improved accuracy and speed of asset discovery, reduced reliance on remote commands, better data fidelity for user resources, and more robust labeling and monitoring across cloud assets. Demonstrated technologies/skills: filesystem-based scanning, alias resolution, depth-controlled searches, provider upgrade processes, SSM-based asset connections, and robust label handling.
November 2024 (mondoohq/cnquery) focused on accelerating device and asset discovery, improving data fidelity, and stabilizing cloud integrations. Key features and fixes delivered: - Block Device Alias Search Enhancement: improves device identification by resolving /dev/disk/by-id aliases. Commit 9f6c79da40e163afe34c966169976dd06b17b7cc. - Windows Appx Package Discovery from Filesystem: scans and parses Windows Appx packages directly from the filesystem, enabling Appx recognition without remote command execution. Commit a9cc1bfc35f22866c8686ce4cfc6991da50ed701. - Enhanced File Search with Depth Control: adds depth parameter to FindFiles and FileSearch for targeted discovery; includes reliability fixes (nil direntry checks). Commits 35364938d2f8b44722ab18fd726690cb3ec5d822, d9eeec10a1e620c057159a73a862ca7962452e60, 4daa3612216928967d03a0ea0e3b221e236e1dc5. - MS365 Provider Version Update: upgrades to 11.0.43 to apply latest fixes. Commit 5196dc277ba734a4e1abda7a883c099cce44e6ce. - EC2 SSM Connection Management Improvements: establishes SSM connections when the agent is online, labels SSM status, includes session credentials; with related fixes to avoid panics and ensure correct assignment. Commits e2511bdd9556585c3cc824be563c6f7667bb231a, 405a999d9b93193d027bb7e8a9f8e80e2b975d9f, 0d5431cbe309d7d47c7ec2c5f16b9122281f60f6. - Preserve Asset Labels on Image Connections: preserves user-defined labels by merging asset and connection labels rather than overwriting. Commit 769aae442025a65a0d772090eb8ebd84dea447f1. Overall impact: improved accuracy and speed of asset discovery, reduced reliance on remote commands, better data fidelity for user resources, and more robust labeling and monitoring across cloud assets. Demonstrated technologies/skills: filesystem-based scanning, alias resolution, depth-controlled searches, provider upgrade processes, SSM-based asset connections, and robust label handling.
Monthly summary for 2024-10: Focused on security posture, reliability, and release hygiene for mondoohq/cnquery. Delivered MFA status retrieval for Microsoft 365 users, improved plugin heartbeat logging, and routine provider version bumps, while addressing robustness in block device management. These efforts improve security auditing, operational observability, and stability across cloud connections (AWS/GCP).
Monthly summary for 2024-10: Focused on security posture, reliability, and release hygiene for mondoohq/cnquery. Delivered MFA status retrieval for Microsoft 365 users, improved plugin heartbeat logging, and routine provider version bumps, while addressing robustness in block device management. These efforts improve security auditing, operational observability, and stability across cloud connections (AWS/GCP).

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