René's URL Explorer Experiment

Title: GitHub - MachineWisdomAI/codev: Codev helps humans and agents co-develop both the context and the code of the project. · GitHub

Open Graph Title: GitHub - MachineWisdomAI/codev: Codev helps humans and agents co-develop both the context and the code of the project.

X Title: GitHub - MachineWisdomAI/codev: Codev helps humans and agents co-develop both the context and the code of the project.

Description: Codev helps humans and agents co-develop both the context and the code of the project. - GitHub - MachineWisdomAI/codev: Codev helps humans and agents co-develop both the context and the code of the project.

Open Graph Description: Codev helps humans and agents co-develop both the context and the code of the project. - MachineWisdomAI/codev

X Description: Codev helps humans and agents co-develop both the context and the code of the project. - MachineWisdomAI/codev

Opengraph URL: https://github.com/MachineWisdomAI/codev

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:7f0bfc46-ab40-7eed-a4bb-27f8d4c6b471
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	ABE0:8D11E:574CD4:7CE189:6A4E3460
html-safe-nonce	aacfd2f4d6a5e6e56f3bf7528e022047c6667449498c79a65b736d11eeeb5b99
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBQkUwOjhEMTFFOjU3NENENDo3Q0UxODk6NkE0RTM0NjAiLCJ2aXNpdG9yX2lkIjoiMjI4MjA3OTYyMjY2ODM2Njk0NCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	58d163c29b93c8e75307b96be7758b37fe21914ad5d48f77e6b489059ab2bfe7
hovercard-subject-tag	repository:1194518524
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/MachineWisdomAI/codev
twitter:image	https://opengraph.githubassets.com/9e6091621258ba347fd2cf96571045d9a0b95b56ce5f71c009ca753c081f0178/MachineWisdomAI/codev
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/9e6091621258ba347fd2cf96571045d9a0b95b56ce5f71c009ca753c081f0178/MachineWisdomAI/codev
og:image:alt	Codev helps humans and agents co-develop both the context and the code of the project. - MachineWisdomAI/codev
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	030096ee0db095447bfe77409d33bfac127ca7128299c58deef27c52eaa1b1f0
turbo-cache-control	no-cache
go-import	github.com/MachineWisdomAI/codev git https://github.com/MachineWisdomAI/codev.git
octolytics-dimension-user_id	257597345
octolytics-dimension-user_login	MachineWisdomAI
octolytics-dimension-repository_id	1194518524
octolytics-dimension-repository_nwo	MachineWisdomAI/codev
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	1060250915
octolytics-dimension-repository_parent_nwo	cluesmith/codev
octolytics-dimension-repository_network_root_id	1060250915
octolytics-dimension-repository_network_root_nwo	cluesmith/codev
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	42a6d378d7587a44c93aca255096cd66b7c8eb2d
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/MachineWisdomAI/codev#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FMachineWisdomAI%2Fcodev
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FMachineWisdomAI%2Fcodev
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=MachineWisdomAI%2Fcodev
Reload	https://github.com/MachineWisdomAI/codev
Reload	https://github.com/MachineWisdomAI/codev
Reload	https://github.com/MachineWisdomAI/codev
Please reload this page	https://github.com/MachineWisdomAI/codev
MachineWisdomAI	https://github.com/MachineWisdomAI
codev	https://github.com/MachineWisdomAI/codev
cluesmith/codev	https://github.com/cluesmith/codev
Notifications	https://github.com/login?return_to=%2FMachineWisdomAI%2Fcodev
Fork 0	https://github.com/login?return_to=%2FMachineWisdomAI%2Fcodev
Star 0	https://github.com/login?return_to=%2FMachineWisdomAI%2Fcodev
Code	https://github.com/MachineWisdomAI/codev
Pull requests 0	https://github.com/MachineWisdomAI/codev/pulls
Actions	https://github.com/MachineWisdomAI/codev/actions
Projects	https://github.com/MachineWisdomAI/codev/projects
Security and quality 0	https://github.com/MachineWisdomAI/codev/security
Insights	https://github.com/MachineWisdomAI/codev/pulse
Code	https://github.com/MachineWisdomAI/codev
Pull requests	https://github.com/MachineWisdomAI/codev/pulls
Actions	https://github.com/MachineWisdomAI/codev/actions
Projects	https://github.com/MachineWisdomAI/codev/projects
Security and quality	https://github.com/MachineWisdomAI/codev/security
Insights	https://github.com/MachineWisdomAI/codev/pulse
	https://github.com/MachineWisdomAI/codev
Branches	https://github.com/MachineWisdomAI/codev/branches
Tags	https://github.com/MachineWisdomAI/codev/tags
	https://github.com/MachineWisdomAI/codev/branches
	https://github.com/MachineWisdomAI/codev/tags
3,028 Commits	https://github.com/MachineWisdomAI/codev/commits/main/
	https://github.com/MachineWisdomAI/codev/commits/main/
.af-cron	https://github.com/MachineWisdomAI/codev/tree/main/.af-cron
.af-cron	https://github.com/MachineWisdomAI/codev/tree/main/.af-cron
.claude/skills	https://github.com/MachineWisdomAI/codev/tree/main/.claude/skills
.claude/skills	https://github.com/MachineWisdomAI/codev/tree/main/.claude/skills
.github/workflows	https://github.com/MachineWisdomAI/codev/tree/main/.github/workflows
.github/workflows	https://github.com/MachineWisdomAI/codev/tree/main/.github/workflows
.vscode	https://github.com/MachineWisdomAI/codev/tree/main/.vscode
.vscode	https://github.com/MachineWisdomAI/codev/tree/main/.vscode
codev-skeleton	https://github.com/MachineWisdomAI/codev/tree/main/codev-skeleton
codev-skeleton	https://github.com/MachineWisdomAI/codev/tree/main/codev-skeleton
codev	https://github.com/MachineWisdomAI/codev/tree/main/codev
codev	https://github.com/MachineWisdomAI/codev/tree/main/codev
docs	https://github.com/MachineWisdomAI/codev/tree/main/docs
docs	https://github.com/MachineWisdomAI/codev/tree/main/docs
examples/todo-manager	https://github.com/MachineWisdomAI/codev/tree/main/examples/todo-manager
examples/todo-manager	https://github.com/MachineWisdomAI/codev/tree/main/examples/todo-manager
hooks	https://github.com/MachineWisdomAI/codev/tree/main/hooks
hooks	https://github.com/MachineWisdomAI/codev/tree/main/hooks
marketing	https://github.com/MachineWisdomAI/codev/tree/main/marketing
marketing	https://github.com/MachineWisdomAI/codev/tree/main/marketing
packages	https://github.com/MachineWisdomAI/codev/tree/main/packages
packages	https://github.com/MachineWisdomAI/codev/tree/main/packages
scripts	https://github.com/MachineWisdomAI/codev/tree/main/scripts
scripts	https://github.com/MachineWisdomAI/codev/tree/main/scripts
.gitignore	https://github.com/MachineWisdomAI/codev/blob/main/.gitignore
.gitignore	https://github.com/MachineWisdomAI/codev/blob/main/.gitignore
AGENTS.md	https://github.com/MachineWisdomAI/codev/blob/main/AGENTS.md
AGENTS.md	https://github.com/MachineWisdomAI/codev/blob/main/AGENTS.md
CHANGELOG.md	https://github.com/MachineWisdomAI/codev/blob/main/CHANGELOG.md
CHANGELOG.md	https://github.com/MachineWisdomAI/codev/blob/main/CHANGELOG.md
CLAUDE.md	https://github.com/MachineWisdomAI/codev/blob/main/CLAUDE.md
CLAUDE.md	https://github.com/MachineWisdomAI/codev/blob/main/CLAUDE.md
INSTALL.md	https://github.com/MachineWisdomAI/codev/blob/main/INSTALL.md
INSTALL.md	https://github.com/MachineWisdomAI/codev/blob/main/INSTALL.md
LICENSE	https://github.com/MachineWisdomAI/codev/blob/main/LICENSE
LICENSE	https://github.com/MachineWisdomAI/codev/blob/main/LICENSE
MANIFESTO.md	https://github.com/MachineWisdomAI/codev/blob/main/MANIFESTO.md
MANIFESTO.md	https://github.com/MachineWisdomAI/codev/blob/main/MANIFESTO.md
MIGRATION-1.0.md	https://github.com/MachineWisdomAI/codev/blob/main/MIGRATION-1.0.md
MIGRATION-1.0.md	https://github.com/MachineWisdomAI/codev/blob/main/MIGRATION-1.0.md
README.md	https://github.com/MachineWisdomAI/codev/blob/main/README.md
README.md	https://github.com/MachineWisdomAI/codev/blob/main/README.md
package.json	https://github.com/MachineWisdomAI/codev/blob/main/package.json
package.json	https://github.com/MachineWisdomAI/codev/blob/main/package.json
pnpm-lock.yaml	https://github.com/MachineWisdomAI/codev/blob/main/pnpm-lock.yaml
pnpm-lock.yaml	https://github.com/MachineWisdomAI/codev/blob/main/pnpm-lock.yaml
pnpm-workspace.yaml	https://github.com/MachineWisdomAI/codev/blob/main/pnpm-workspace.yaml
pnpm-workspace.yaml	https://github.com/MachineWisdomAI/codev/blob/main/pnpm-workspace.yaml
README	https://github.com/MachineWisdomAI/codev
License	https://github.com/MachineWisdomAI/codev
	https://github.com/MachineWisdomAI/codev#codev-a-human-agent-software-development-os
	https://www.npmjs.com/package/@cluesmith/codev
	https://opensource.org/licenses/MIT
	https://discord.gg/mJ92DhDa6n
	https://www.linkedin.com/company/codev-os/
	https://codevos.ai
	https://marketmaker.cluesmith.com/subscribe/codev
	https://github.com/MachineWisdomAI/codev/blob/main/docs/assets/agent-farm-hero.png
A Tour of CodevOS	https://waleedk.medium.com/a-tour-of-codevos-1db0fe0e4516
106 PRs in 14 days	https://github.com/MachineWisdomAI/codev/blob/main/codev/resources/development-analysis-2026-02-17.md
4 rounds	https://github.com/MachineWisdomAI/codev/blob/main/codev/resources/vibe-vs-spir-r4-comparison-2026-02.md
Case study	https://github.com/MachineWisdomAI/codev#-example-implementations
Production data	https://github.com/MachineWisdomAI/codev#production-metrics-feb-2026
FAQ	https://github.com/MachineWisdomAI/codev/blob/main/docs/faq.md
Tips	https://github.com/MachineWisdomAI/codev/blob/main/docs/tips.md
Cheatsheet	https://github.com/MachineWisdomAI/codev/blob/main/codev/resources/cheatsheet.md
CLI Reference	https://github.com/MachineWisdomAI/codev/blob/main/codev/resources/commands/overview.md
Why Codev?	https://github.com/MachineWisdomAI/codev/blob/main/docs/why.md
Discord	https://discord.gg/mJ92DhDa6n
Subscribe to the Codev newsletter	https://marketmaker.cluesmith.com/subscribe/codev
	https://github.com/MachineWisdomAI/codev#table-of-contents
Quick Start	https://github.com/MachineWisdomAI/codev#quick-start
How It Works	https://github.com/MachineWisdomAI/codev#how-it-works
Learn About Codev	https://github.com/MachineWisdomAI/codev#learn-about-codev
What is Codev?	https://github.com/MachineWisdomAI/codev#what-is-codev
The SPIR Protocol	https://github.com/MachineWisdomAI/codev#the-spir-protocol
Example Implementations	https://github.com/MachineWisdomAI/codev#-example-implementations
Real-World Performance	https://github.com/MachineWisdomAI/codev#-eating-our-own-dog-food
Agent Farm	https://github.com/MachineWisdomAI/codev#agent-farm-optional
Contributing	https://github.com/MachineWisdomAI/codev#contributing
	https://github.com/MachineWisdomAI/codev#quick-start
Getting Started	https://codevos.ai/getting-started
CLI Reference	https://github.com/MachineWisdomAI/codev/blob/main/codev/resources/commands/overview.md
	https://github.com/MachineWisdomAI/codev#how-it-works
	https://github.com/MachineWisdomAI/codev#prerequisites
github.com/google-gemini/gemini-cli	https://github.com/google-gemini/gemini-cli
DEPENDENCIES.md	https://github.com/MachineWisdomAI/codev/blob/main/codev-skeleton/DEPENDENCIES.md
	https://github.com/MachineWisdomAI/codev#learn-about-codev
	https://github.com/MachineWisdomAI/codev#-faq
FAQ	https://github.com/MachineWisdomAI/codev/blob/main/docs/faq.md
	https://github.com/MachineWisdomAI/codev#-tips--tricks
Tips & Tricks	https://github.com/MachineWisdomAI/codev/blob/main/docs/tips.md
	https://github.com/MachineWisdomAI/codev#-cheatsheet
Cheatsheet	https://github.com/MachineWisdomAI/codev/blob/main/codev/resources/cheatsheet.md
	https://github.com/MachineWisdomAI/codev#-quick-introduction-5-minutes
	https://youtu.be/vq_dmfyMHRA
NotebookLM	https://notebooklm.google.com/notebook/e8055d06-869a-40e0-ab76-81ecbfebd634
	https://github.com/MachineWisdomAI/codev#-participate
GitHub Discussions	https://github.com/cluesmith/codev/discussions
Discord community	https://discord.gg/mJ92DhDa6n
	https://github.com/MachineWisdomAI/codev#-extended-overview-full-version
	https://www.youtube.com/watch?v=8KTHoh4Q6ww
	https://github.com/MachineWisdomAI/codev#️-agent-farm-demo-building-a-feature-with-ai
	https://www.youtube.com/watch?v=0OEhdk7-plE
	https://github.com/MachineWisdomAI/codev#-codev-tour---building-a-conversational-todo-manager
Codev Demo Tour	https://github.com/ansari-project/codev-demo/blob/main/codev-tour.md
	https://github.com/MachineWisdomAI/codev#what-is-codev
Why We Created Codev: From Theory to Practice	https://github.com/MachineWisdomAI/codev/blob/main/docs/why.md
	https://github.com/MachineWisdomAI/codev#core-philosophy
	https://github.com/MachineWisdomAI/codev#the-spir-protocol
	https://github.com/MachineWisdomAI/codev#project-structure
	https://github.com/MachineWisdomAI/codev#customizable-and-extendable
	https://github.com/MachineWisdomAI/codev#context-hierarchy
	https://github.com/MachineWisdomAI/codev/blob/main/codev/resources/context-hierarchy.png
	https://github.com/MachineWisdomAI/codev#key-features
	https://github.com/MachineWisdomAI/codev#-natural-language-is-the-primary-programming-language
	https://github.com/MachineWisdomAI/codev#-ai-native-workflow
	https://github.com/MachineWisdomAI/codev#-continuous-improvement
	https://github.com/MachineWisdomAI/codev#-example-implementations
Todo Manager - VIBE	https://github.com/ansari-project/todo-manager-vibe
	https://github.com/MachineWisdomAI/codev#todo-manager---vibe
Todo Manager - SPIR	https://github.com/ansari-project/codev-demo
	https://github.com/MachineWisdomAI/codev#todo-manager---spir
	https://github.com/MachineWisdomAI/codev#latest-results-round-4-feb-2026
	https://github.com/MachineWisdomAI/codev#key-findings
full Round 4 analysis	https://github.com/MachineWisdomAI/codev/blob/main/codev/resources/vibe-vs-spir-r4-comparison-2026-02.md
	https://github.com/MachineWisdomAI/codev#-eating-our-own-dog-food
	https://github.com/MachineWisdomAI/codev#production-metrics-feb-2026
full analysis	https://github.com/MachineWisdomAI/codev/blob/main/codev/resources/development-analysis-2026-02-17.md
	https://github.com/MachineWisdomAI/codev#understanding-this-repositorys-structure
Testing Guide	https://github.com/MachineWisdomAI/codev/blob/main/codev/resources/testing-guide.md
	https://github.com/MachineWisdomAI/codev#examples
	https://github.com/MachineWisdomAI/codev#todo-manager-tutorial
	https://github.com/MachineWisdomAI/codev#configuration
	https://github.com/MachineWisdomAI/codev#customizing-templates
	https://github.com/MachineWisdomAI/codev#agent-farm-optional
	https://github.com/MachineWisdomAI/codev#alternative-agent-shells
	https://github.com/MachineWisdomAI/codev#architect-builder-pattern
	https://github.com/MachineWisdomAI/codev#quick-start-1
	https://github.com/MachineWisdomAI/codev#remote-access
codevos.ai	https://codevos.ai
	https://github.com/MachineWisdomAI/codev#autonomous-builder-flags
CLI Reference	https://github.com/MachineWisdomAI/codev/blob/main/codev/resources/commands/agent-farm.md
	https://github.com/MachineWisdomAI/codev#releases
	https://github.com/MachineWisdomAI/codev#versioning-strategy
Release Notes	https://github.com/MachineWisdomAI/codev/blob/main/docs/releases
	https://github.com/MachineWisdomAI/codev#contributing
Discord	https://discord.gg/mJ92DhDa6n
open an issue	https://github.com/cluesmith/codev/issues
	https://github.com/MachineWisdomAI/codev#license
Readme	https://github.com/MachineWisdomAI/codev#readme-ov-file
Apache-2.0 license	https://github.com/MachineWisdomAI/codev#Apache-2.0-1-ov-file
Please reload this page	https://github.com/MachineWisdomAI/codev
Activity	https://github.com/MachineWisdomAI/codev/activity
Custom properties	https://github.com/MachineWisdomAI/codev/custom-properties
0 forks	https://github.com/MachineWisdomAI/codev/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FMachineWisdomAI%2Fcodev&report=MachineWisdomAI+%28user%29
Releases	https://github.com/MachineWisdomAI/codev/releases
115 tags	https://github.com/MachineWisdomAI/codev/tags
Packages 0	https://github.com/orgs/MachineWisdomAI/packages?repo_name=codev
Please reload this page	https://github.com/MachineWisdomAI/codev
Contributors	https://github.com/MachineWisdomAI/codev/graphs/contributors
Please reload this page	https://github.com/MachineWisdomAI/codev
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.