René's URL Explorer Experiment


Title: GitHub - Kodezi/Chronos: Kodezi Chronos is a debugging-first language model that achieves state-of-the-art results on SWE-bench Lite (80.33%) and 67% real-world fix accuracy, over six times better than GPT-4. Built with Adaptive Graph-Guided Retrieval and Persistent Debug Memory. Model available Q1 2026 via Kodezi OS. · GitHub

Open Graph Title: GitHub - Kodezi/Chronos: Kodezi Chronos is a debugging-first language model that achieves state-of-the-art results on SWE-bench Lite (80.33%) and 67% real-world fix accuracy, over six times better than GPT-4. Built with Adaptive Graph-Guided Retrieval and Persistent Debug Memory. Model available Q1 2026 via Kodezi OS.

X Title: GitHub - Kodezi/Chronos: Kodezi Chronos is a debugging-first language model that achieves state-of-the-art results on SWE-bench Lite (80.33%) and 67% real-world fix accuracy, over six times better than GPT-4. Built with Adaptive Graph-Guided Retrieval and Persistent Debug Memory. Model available Q1 2026 via Kodezi OS.

Description: Kodezi Chronos is a debugging-first language model that achieves state-of-the-art results on SWE-bench Lite (80.33%) and 67% real-world fix accuracy, over six times better than GPT-4. Built with Adaptive Graph-Guided Retrieval and Persistent Debug Memory. Model available Q1 2026 via Kodezi OS. - Kodezi/Chronos

Open Graph Description: Kodezi Chronos is a debugging-first language model that achieves state-of-the-art results on SWE-bench Lite (80.33%) and 67% real-world fix accuracy, over six times better than GPT-4. Built with Ad...

X Description: Kodezi Chronos is a debugging-first language model that achieves state-of-the-art results on SWE-bench Lite (80.33%) and 67% real-world fix accuracy, over six times better than GPT-4. Built with Ad...

Mail addresses
sales@kodezi.com
research@kodezi.com
sales@kodezi.com
support@kodezi.com
partnerships@kodezi.com

Opengraph URL: https://github.com/Kodezi/Chronos

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:636e2b9a-a6ff-134c-777a-cddbac49ea94
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id8DA6:117F59:82E003:B75BBA:6A4C93AB
html-safe-nonce74ee372f23471abc92db1e847795b97ca2370c055956e2299f28cad26f2f0415
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4REE2OjExN0Y1OTo4MkUwMDM6Qjc1QkJBOjZBNEM5M0FCIiwidmlzaXRvcl9pZCI6Ijc5NjM3Mjc4MDc5NzU4MjIyNTEiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmacb04c90ad3ac42a9994ef6a70d2e036b02cc5d12dd6921cb7602d7b67a6f7702c
hovercard-subject-tagrepository:1023456048
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/Kodezi/Chronos
twitter:imagehttps://opengraph.githubassets.com/7d4ba5ba7a4d365fd0e2bf222cd7e43bd18381b819ce559a6b791dd768a032e6/Kodezi/Chronos
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/7d4ba5ba7a4d365fd0e2bf222cd7e43bd18381b819ce559a6b791dd768a032e6/Kodezi/Chronos
og:image:altKodezi Chronos is a debugging-first language model that achieves state-of-the-art results on SWE-bench Lite (80.33%) and 67% real-world fix accuracy, over six times better than GPT-4. Built with Ad...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None3d11bb817438277de2a940854450e83a7d32b6aeb5014e9e6b00a6423900251c
turbo-cache-controlno-cache
go-importgithub.com/Kodezi/Chronos git https://github.com/Kodezi/Chronos.git
octolytics-dimension-user_id91817567
octolytics-dimension-user_loginKodezi
octolytics-dimension-repository_id1023456048
octolytics-dimension-repository_nwoKodezi/Chronos
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1023456048
octolytics-dimension-repository_network_root_nwoKodezi/Chronos
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release7a2dede45637df6b92ddcfe2a557e67d4b5854ae
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/Kodezi/Chronos#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FKodezi%2FChronos
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://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%2FKodezi%2FChronos
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=Kodezi%2FChronos
Reloadhttps://github.com/Kodezi/Chronos
Reloadhttps://github.com/Kodezi/Chronos
Reloadhttps://github.com/Kodezi/Chronos
Please reload this pagehttps://github.com/Kodezi/Chronos
Kodezi https://github.com/Kodezi
Chronoshttps://github.com/Kodezi/Chronos
Notifications https://github.com/login?return_to=%2FKodezi%2FChronos
Fork 211 https://github.com/login?return_to=%2FKodezi%2FChronos
Star 4.9k https://github.com/login?return_to=%2FKodezi%2FChronos
Code https://github.com/Kodezi/Chronos
Issues 1 https://github.com/Kodezi/Chronos/issues
Pull requests 0 https://github.com/Kodezi/Chronos/pulls
Discussions https://github.com/Kodezi/Chronos/discussions
Actions https://github.com/Kodezi/Chronos/actions
Projects https://github.com/Kodezi/Chronos/projects
Security and quality 0 https://github.com/Kodezi/Chronos/security
Insights https://github.com/Kodezi/Chronos/pulse
Code https://github.com/Kodezi/Chronos
Issues https://github.com/Kodezi/Chronos/issues
Pull requests https://github.com/Kodezi/Chronos/pulls
Discussions https://github.com/Kodezi/Chronos/discussions
Actions https://github.com/Kodezi/Chronos/actions
Projects https://github.com/Kodezi/Chronos/projects
Security and quality https://github.com/Kodezi/Chronos/security
Insights https://github.com/Kodezi/Chronos/pulse
https://github.com/Kodezi/Chronos
Brancheshttps://github.com/Kodezi/Chronos/branches
Tagshttps://github.com/Kodezi/Chronos/tags
https://github.com/Kodezi/Chronos/branches
https://github.com/Kodezi/Chronos/tags
5 Commitshttps://github.com/Kodezi/Chronos/commits/main/
https://github.com/Kodezi/Chronos/commits/main/
.githubhttps://github.com/Kodezi/Chronos/tree/main/.github
.githubhttps://github.com/Kodezi/Chronos/tree/main/.github
architecturehttps://github.com/Kodezi/Chronos/tree/main/architecture
architecturehttps://github.com/Kodezi/Chronos/tree/main/architecture
benchmarkshttps://github.com/Kodezi/Chronos/tree/main/benchmarks
benchmarkshttps://github.com/Kodezi/Chronos/tree/main/benchmarks
confighttps://github.com/Kodezi/Chronos/tree/main/config
confighttps://github.com/Kodezi/Chronos/tree/main/config
deploymenthttps://github.com/Kodezi/Chronos/tree/main/deployment
deploymenthttps://github.com/Kodezi/Chronos/tree/main/deployment
docshttps://github.com/Kodezi/Chronos/tree/main/docs
docshttps://github.com/Kodezi/Chronos/tree/main/docs
evaluationhttps://github.com/Kodezi/Chronos/tree/main/evaluation
evaluationhttps://github.com/Kodezi/Chronos/tree/main/evaluation
exampleshttps://github.com/Kodezi/Chronos/tree/main/examples
exampleshttps://github.com/Kodezi/Chronos/tree/main/examples
figureshttps://github.com/Kodezi/Chronos/tree/main/figures
figureshttps://github.com/Kodezi/Chronos/tree/main/figures
model_accesshttps://github.com/Kodezi/Chronos/tree/main/model_access
model_accesshttps://github.com/Kodezi/Chronos/tree/main/model_access
monitoringhttps://github.com/Kodezi/Chronos/tree/main/monitoring
monitoringhttps://github.com/Kodezi/Chronos/tree/main/monitoring
notebookshttps://github.com/Kodezi/Chronos/tree/main/notebooks
notebookshttps://github.com/Kodezi/Chronos/tree/main/notebooks
paperhttps://github.com/Kodezi/Chronos/tree/main/paper
paperhttps://github.com/Kodezi/Chronos/tree/main/paper
reference_implementationshttps://github.com/Kodezi/Chronos/tree/main/reference_implementations
reference_implementationshttps://github.com/Kodezi/Chronos/tree/main/reference_implementations
resultshttps://github.com/Kodezi/Chronos/tree/main/results
resultshttps://github.com/Kodezi/Chronos/tree/main/results
scriptshttps://github.com/Kodezi/Chronos/tree/main/scripts
scriptshttps://github.com/Kodezi/Chronos/tree/main/scripts
sdk/pythonhttps://github.com/Kodezi/Chronos/tree/main/sdk/python
sdk/pythonhttps://github.com/Kodezi/Chronos/tree/main/sdk/python
testshttps://github.com/Kodezi/Chronos/tree/main/tests
testshttps://github.com/Kodezi/Chronos/tree/main/tests
visualizationshttps://github.com/Kodezi/Chronos/tree/main/visualizations
visualizationshttps://github.com/Kodezi/Chronos/tree/main/visualizations
.env.examplehttps://github.com/Kodezi/Chronos/blob/main/.env.example
.env.examplehttps://github.com/Kodezi/Chronos/blob/main/.env.example
.gitignorehttps://github.com/Kodezi/Chronos/blob/main/.gitignore
.gitignorehttps://github.com/Kodezi/Chronos/blob/main/.gitignore
CHANGELOG.mdhttps://github.com/Kodezi/Chronos/blob/main/CHANGELOG.md
CHANGELOG.mdhttps://github.com/Kodezi/Chronos/blob/main/CHANGELOG.md
CITATION.cffhttps://github.com/Kodezi/Chronos/blob/main/CITATION.cff
CITATION.cffhttps://github.com/Kodezi/Chronos/blob/main/CITATION.cff
CODE_OF_CONDUCT.mdhttps://github.com/Kodezi/Chronos/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.mdhttps://github.com/Kodezi/Chronos/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.mdhttps://github.com/Kodezi/Chronos/blob/main/CONTRIBUTING.md
CONTRIBUTING.mdhttps://github.com/Kodezi/Chronos/blob/main/CONTRIBUTING.md
LEADERBOARD.mdhttps://github.com/Kodezi/Chronos/blob/main/LEADERBOARD.md
LEADERBOARD.mdhttps://github.com/Kodezi/Chronos/blob/main/LEADERBOARD.md
LICENSEhttps://github.com/Kodezi/Chronos/blob/main/LICENSE
LICENSEhttps://github.com/Kodezi/Chronos/blob/main/LICENSE
MODEL_ACCESS.mdhttps://github.com/Kodezi/Chronos/blob/main/MODEL_ACCESS.md
MODEL_ACCESS.mdhttps://github.com/Kodezi/Chronos/blob/main/MODEL_ACCESS.md
Makefilehttps://github.com/Kodezi/Chronos/blob/main/Makefile
Makefilehttps://github.com/Kodezi/Chronos/blob/main/Makefile
NOTICE.mdhttps://github.com/Kodezi/Chronos/blob/main/NOTICE.md
NOTICE.mdhttps://github.com/Kodezi/Chronos/blob/main/NOTICE.md
QUICK_START.mdhttps://github.com/Kodezi/Chronos/blob/main/QUICK_START.md
QUICK_START.mdhttps://github.com/Kodezi/Chronos/blob/main/QUICK_START.md
README.mdhttps://github.com/Kodezi/Chronos/blob/main/README.md
README.mdhttps://github.com/Kodezi/Chronos/blob/main/README.md
paper.mdhttps://github.com/Kodezi/Chronos/blob/main/paper.md
paper.mdhttps://github.com/Kodezi/Chronos/blob/main/paper.md
requirements.txthttps://github.com/Kodezi/Chronos/blob/main/requirements.txt
requirements.txthttps://github.com/Kodezi/Chronos/blob/main/requirements.txt
setup.pyhttps://github.com/Kodezi/Chronos/blob/main/setup.py
setup.pyhttps://github.com/Kodezi/Chronos/blob/main/setup.py
setup.shhttps://github.com/Kodezi/Chronos/blob/main/setup.sh
setup.shhttps://github.com/Kodezi/Chronos/blob/main/setup.sh
READMEhttps://github.com/Kodezi/Chronos
Code of conducthttps://github.com/Kodezi/Chronos
Contributinghttps://github.com/Kodezi/Chronos
Licensehttps://github.com/Kodezi/Chronos
https://github.com/Kodezi/Chronos#kodezi-chronos
https://github.com/Kodezi/Chronos/blob/main/results/figures/chronos_hero.png
https://github.com/Kodezi/Chronos#the-worlds-first-debugging-first-language-model-for-repository-scale-code-understanding
https://arxiv.org/abs/2507.12482
https://chronos.so
https://github.com/Kodezi/Chronos/blob/main/paper/chronos-research.md
https://github.com/Kodezi/Chronos/blob/main/evaluation/lite
https://github.com/Kodezi/Chronos/blob/main/LEADERBOARD.md
https://github.com/Kodezi/Chronos#performance-badges
https://camo.githubusercontent.com/1660db456cd2fd5e9c60167af77daa8f1d0cd6d6b4c14052e90ad99e1e51e078/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5357452d2d62656e63682532304c6974652d38302e33332532352d676f6c643f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/8fa1b0dc178a4ff50da38df2812708a7e0607af88279ee97fdce5edaf7d660df/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4465627567253230537563636573732d36372e332532352d627269676874677265656e3f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/947fd7675920cdda3ba32803a2d8da3b8980eec242d7cd441a8210c644446216/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f48756d616e253230507265666572656e63652d38392532352d626c75653f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/8d4fb5f068373073c555d953321e8edacfd48599103c8312e2978f9afbd8b522/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f496d70726f76656d656e742d342d2d35782d79656c6c6f773f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/a8a48f43ac3ee4f1436fd88754108eac10a8f4a46ba89cee3547903d25b4894a/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f54696d65253230526564756374696f6e2d34302532352d6f72616e67653f7374796c653d666f722d7468652d6261646765
https://github.com/Kodezi/Chronos#key-achievements
https://github.com/Kodezi/Chronos/blob/main/results/figures/architecture_overview.svg
https://github.com/Kodezi/Chronos#table-of-contents
State-of-the-Art Resultshttps://github.com/Kodezi/Chronos#state-of-the-art-results
SWE-bench Lite Performancehttps://github.com/Kodezi/Chronos#swe-bench-lite-performance
The Debugging Gaphttps://github.com/Kodezi/Chronos#the-debugging-gap
Repository-Specific Resultshttps://github.com/Kodezi/Chronos#repository-specific-results
MRR Benchmark Resultshttps://github.com/Kodezi/Chronos#mrr-benchmark-results
Key Innovationshttps://github.com/Kodezi/Chronos#key-innovations
Architecturehttps://github.com/Kodezi/Chronos#architecture
Benchmarks & Evaluationhttps://github.com/Kodezi/Chronos#benchmarks--evaluation
Research Paperhttps://github.com/Kodezi/Chronos#research-paper
Getting Startedhttps://github.com/Kodezi/Chronos#getting-started
Repository Structurehttps://github.com/Kodezi/Chronos#repository-structure
Research Highlightshttps://github.com/Kodezi/Chronos#research-highlights
Detailed Performancehttps://github.com/Kodezi/Chronos#detailed-performance
Documentationhttps://github.com/Kodezi/Chronos#documentation
Contributinghttps://github.com/Kodezi/Chronos#contributing
Citationhttps://github.com/Kodezi/Chronos#citation
Licensehttps://github.com/Kodezi/Chronos#license
https://github.com/Kodezi/Chronos#model-access-notice
Kodezi OShttps://kodezi.com/os
Get Early Accesshttps://chronos.so
Read Paperhttps://github.com/Kodezi/Chronos/blob/main/paper/chronos-research.md
View Leaderboardhttps://github.com/Kodezi/Chronos/blob/main/LEADERBOARD.md
Documentationhttps://github.com/Kodezi/Chronos/blob/main/docs
https://github.com/Kodezi/Chronos#-state-of-the-art-results
https://github.com/Kodezi/Chronos#-swe-bench-lite-performance
https://github.com/Kodezi/Chronos#the-debugging-gap
https://github.com/Kodezi/Chronos#repository-specific-results
https://github.com/Kodezi/Chronos#-mrr-benchmark-results
https://github.com/Kodezi/Chronos#-overall-performance-5000-multi-random-retrieval-scenarios---sample-dataset-of-500-available
https://github.com/Kodezi/Chronos#-performance-by-bug-category
https://github.com/Kodezi/Chronos#-repository-scale-performance
https://github.com/Kodezi/Chronos#-key-innovations
https://github.com/Kodezi/Chronos#1-debugging-first-architecture
https://github.com/Kodezi/Chronos#2-persistent-debug-memory-pdm
https://github.com/Kodezi/Chronos#3-adaptive-graph-guided-retrieval-agr
https://github.com/Kodezi/Chronos#4-output-optimized-design
https://github.com/Kodezi/Chronos#5-autonomous-debugging-loop
https://github.com/Kodezi/Chronos#️-architecture
https://github.com/Kodezi/Chronos#seven-layer-system-design
https://github.com/Kodezi/Chronos#layer-descriptions
View Detailed Architecture Documentation →https://github.com/Kodezi/Chronos/blob/main/architecture/README.md
https://github.com/Kodezi/Chronos#-benchmarks--evaluation
https://github.com/Kodezi/Chronos#-available-benchmarks
80.33%https://github.com/Kodezi/Chronos/blob/main/evaluation/lite
67.3%https://github.com/Kodezi/Chronos/blob/main/benchmarks/multi-random-retrieval
59.7-71.2%https://github.com/Kodezi/Chronos/blob/main/benchmarks
58.3-94.2%https://github.com/Kodezi/Chronos/blob/main/benchmarks
https://github.com/Kodezi/Chronos#-swe-bench-lite-evaluation-results
View Complete SWE-bench Lite Submission →https://github.com/Kodezi/Chronos/blob/main/evaluation/lite/20251111_kodezi_chronos_1
https://github.com/Kodezi/Chronos#-multi-random-retrieval-mrr-benchmark
View Complete Benchmark Documentation →https://github.com/Kodezi/Chronos/blob/main/benchmarks/README.md
https://github.com/Kodezi/Chronos#-research-paper
https://github.com/Kodezi/Chronos#published-research
https://github.com/Kodezi/Chronos#paper-resources
Viewhttps://arxiv.org/abs/2507.12482
Viewhttps://github.com/Kodezi/Chronos/blob/main/paper/chronos-research.md
Viewhttps://github.com/Kodezi/Chronos/blob/main/paper/chronos-research-2025.md
Viewhttps://github.com/Kodezi/Chronos/blob/main/paper/abstract.md
Viewhttps://github.com/Kodezi/Chronos/blob/main/paper/methodology.md
Viewhttps://github.com/Kodezi/Chronos/blob/main/paper/related_work.md
Viewhttps://github.com/Kodezi/Chronos/blob/main/paper/future_work.md
https://github.com/Kodezi/Chronos#key-contributions
https://github.com/Kodezi/Chronos#-getting-started
https://github.com/Kodezi/Chronos#prerequisites
https://github.com/Kodezi/Chronos#quick-start-running-benchmarks
https://github.com/Kodezi/Chronos#model-access
Join Waitlist →https://chronos.so
https://github.com/Kodezi/Chronos#-repository-structure
https://github.com/Kodezi/Chronos#-research-highlights
https://github.com/Kodezi/Chronos#training-dataset-composition
https://github.com/Kodezi/Chronos#agr-performance-by-depth
https://github.com/Kodezi/Chronos#pdm-learning-curve
https://github.com/Kodezi/Chronos#-detailed-performance
https://github.com/Kodezi/Chronos#language-specific-performance
https://github.com/Kodezi/Chronos#debugging-cycle-efficiency
https://github.com/Kodezi/Chronos#context-window-efficiency
https://github.com/Kodezi/Chronos#ablation-studies
https://github.com/Kodezi/Chronos#-documentation
https://github.com/Kodezi/Chronos#core-documentation
Getting Startedhttps://github.com/Kodezi/Chronos/blob/main/docs/getting_started.md
Architecturehttps://github.com/Kodezi/Chronos/blob/main/architecture/README.md
Benchmarkshttps://github.com/Kodezi/Chronos/blob/main/benchmarks/README.md
API Referencehttps://github.com/Kodezi/Chronos/blob/main/docs/api_reference.md
https://github.com/Kodezi/Chronos#performance--analysis
Performancehttps://github.com/Kodezi/Chronos/blob/main/performance.md
Case Studieshttps://github.com/Kodezi/Chronos/blob/main/results/case_studies
FAQhttps://github.com/Kodezi/Chronos/blob/main/docs/faq.md
Limitationshttps://github.com/Kodezi/Chronos/blob/main/docs/limitations.md
https://github.com/Kodezi/Chronos#results--rankings
Leaderboardhttps://github.com/Kodezi/Chronos/blob/main/LEADERBOARD.md
Evaluation Resultshttps://github.com/Kodezi/Chronos/blob/main/evaluation/lite
Analysishttps://github.com/Kodezi/Chronos/blob/main/results/analysis
Benchmarkshttps://github.com/Kodezi/Chronos/blob/main/benchmarks
https://github.com/Kodezi/Chronos#-contributing
https://github.com/Kodezi/Chronos#how-to-contribute
https://github.com/Kodezi/Chronos#contribution-guidelines
CONTRIBUTING.mdhttps://github.com/Kodezi/Chronos/blob/main/CONTRIBUTING.md
https://github.com/Kodezi/Chronos#-citation
https://github.com/Kodezi/Chronos#-about-kodezi
Kodezihttps://kodezi.com
https://github.com/Kodezi/Chronos#our-products
Kodezi Code Web-IDEhttps://kodezi.com/code
Kodezi Createhttps://kodezi.com/create
Kodezi CLIhttps://kodezi.com/cli
Kodezi OShttps://kodezi.com/os
https://github.com/Kodezi/Chronos#-contact--community
https://github.com/Kodezi/Chronos#connect-with-us
https://kodezi.com
https://arxiv.org/abs/2507.12482
https://twitter.com/kodezi
https://linkedin.com/company/kodezi
https://github.com/Kodezi/Chronos#for-enterprise
https://github.com/Kodezi/Chronos#-license
https://github.com/Kodezi/Chronos#mit-license
https://github.com/Kodezi/Chronos#️-important-notice
https://github.com/Kodezi/Chronos#-whats-included-under-mit-license
https://github.com/Kodezi/Chronos#-proprietary-components
https://github.com/Kodezi/Chronos#-chronos-model-access
chronos.sohttps://chronos.so
kodezi.com/oshttps://kodezi.com/os
https://github.com/Kodezi/Chronos#research--resources
Join Waitlist →https://chronos.so
Read Paper →https://arxiv.org/abs/2507.12482
View Results →https://github.com/Kodezi/Chronos/blob/main/LEADERBOARD.md
Learn More →https://kodezi.com
chronos.so/https://chronos.so/
debugging https://github.com/topics/debugging
benchmark https://github.com/topics/benchmark
machine-learning https://github.com/topics/machine-learning
code https://github.com/topics/code
code-analysis https://github.com/topics/code-analysis
artificial-intelligence https://github.com/topics/artificial-intelligence
developer-tools https://github.com/topics/developer-tools
software-engineering https://github.com/topics/software-engineering
program-repair https://github.com/topics/program-repair
chronos https://github.com/topics/chronos
language-model https://github.com/topics/language-model
bug-fixing https://github.com/topics/bug-fixing
code-analysis-tool https://github.com/topics/code-analysis-tool
code-understanding https://github.com/topics/code-understanding
code-debugger https://github.com/topics/code-debugger
kodezi https://github.com/topics/kodezi
benchmark-report https://github.com/topics/benchmark-report
autonomous-debugging https://github.com/topics/autonomous-debugging
Readme https://github.com/Kodezi/Chronos#readme-ov-file
View license https://github.com/Kodezi/Chronos#License-1-ov-file
Code of conduct https://github.com/Kodezi/Chronos#coc-ov-file
Contributing https://github.com/Kodezi/Chronos#contributing-ov-file
Please reload this pagehttps://github.com/Kodezi/Chronos
Activityhttps://github.com/Kodezi/Chronos/activity
Custom propertieshttps://github.com/Kodezi/Chronos/custom-properties
211 forkshttps://github.com/Kodezi/Chronos/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FKodezi%2FChronos&report=Kodezi+%28user%29
Contributorshttps://github.com/Kodezi/Chronos/graphs/contributors
Please reload this pagehttps://github.com/Kodezi/Chronos
Java 39.2% https://github.com/Kodezi/Chronos/search?l=java
Python 33.2% https://github.com/Kodezi/Chronos/search?l=python
JavaScript 27.5% https://github.com/Kodezi/Chronos/search?l=javascript
Jupyter Notebook 0.1% https://github.com/Kodezi/Chronos/search?l=jupyter-notebook
Shell 0.0% https://github.com/Kodezi/Chronos/search?l=shell
HTML 0.0% https://github.com/Kodezi/Chronos/search?l=html
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.