Codex is stuck and not responding? Check by approval, terminal, and log check
If Codex is stuck and unresponsive, do not send the same message repeatedly. Confirm in order whethe
Justmatch
AI recruitmentJustmatch is a talent-oriented AI job matching platform that helps users discover more suitable job opportunities through skill analysis, data-driven recommendations, and career chat. It's suitable for job seekers who want to proactively match their talent, transfer users, and job seekers who need to understand skill gaps. The platform is free for talents. When using it, it is still necessary to check the authenticity of the position, the company's background, the visibility of personal information and the recommendation logic, and automatic recommendation cannot be regarded as the only basis for career selection. It's more suitable for users with clear goals, input materials, and boundaries, and small-scale testing can help you determine whether the results are worth going into the formal process faster. Before use, you should also use your own data sources, team processes, and review criteria to avoid direct automatic results into official release, submission, or business decisions.
undefined
Core Functions and Usage Scenarios
Key Competencies
- Analyze skills and career profiles with AI.
- Recommend more matched job opportunities based on data.
- Offers AI career chat to help users understand their next move.
- Free for talents, suitable for improving the information first and then observing the quality of recommendations.
Suitable for users and teams
Suitable for job seekers, job transfers, and talents who want to be matched by the position. Without a complete skill profile, the quality of recommendations will be affected.
Use Limits and Boundaries
Job recommendations are just clues. Users still need to research the company, job requirements, salary, and career path.
Selection and landing suggestions
It is recommended to test Justmatch with a real small task: whether the input material is easy to prepare, whether the output requires a lot of modification, whether the quota or price is in line with the frequency of use, and whether the team can accept the cost of subsequent review. When it comes to personal data, health information, job search materials, customer communications, copyrighted materials, or account automation, you must also confirm authorization, privacy, platform rules, and manual review responsibilities.
In actual use, the original materials, generated results, and manual modification records can also be retained, making it easy to trace the source, interpret decisions, and control risks. This allows AI output to be put into a controlled process, rather than directly using unconfirmed content for formal scenarios.
In more complex team processes, it is also recommended to set acceptance criteria, such as whether the results cover core requirements, whether they can be reviewed by colleagues, whether they keep records of provenance, whether they meet privacy and authorization requirements, and whether there is a manual way to cover them if they fail. This step may seem trivial, but it can significantly reduce subsequent rework, misuse, and unclear accountability.
If the tool will access customer information, job information, health data, business materials, or account permissions, it is recommended to use a test account and non-sensitive samples to run through the process before deciding whether to access official data. For content for external users, additional checks for tone, facts, copyright, and commitment boundaries.
FAQs
Does Justmatch charge job seekers? **
The page information shows that talents can use it for free.
Is the recommended position necessarily right for me? **
Not necessarily. Recommendations depend on data completeness and matching logic, and still need to be judged manually.
What should I prepare before use?
It is recommended to prepare clear skills, experience, target region, job preferences, and career direction.
Similar Tools
Swooped
Swooped helps users turn clear source material into editable results for content, media, data, learning, or operational workflows. It is best used when the goal, input, output format, and review standard are clear. Users should test it with a low-risk task first and keep human review for customer data, student work, financial information, portraits, production code, or public content.
SpeakNotes
SpeakNotes is an AI job search and recruitment tool suitable for recruitment teams, HR, outsourcing recruiters and companies that need to screen candidates for AI transcription, intelligent summary, and multi-language support. Its focus is to organize candidate origin, outreach and screening information into a recruitment process that is easier to track. Current visible capabilities include free 5 minutes per note, AI transcription, and smart summaries. It provides free entry or trial credits, which is suitable for verifying a small task before deciding whether to pay. Candidate judgment, outreach content and recruitment decisions require manual review and cannot rely solely on automatic output. If you plan to use it for a long time, it is recommended to use a real but low-risk task to test input preparation, output stability, manual review costs and authority boundaries before deciding whether to include it in a fixed process.
SourceGeek
SourceGeek is an AI job search and recruitment tool suitable for recruitment teams, HR, outsourcing recruiters and companies that need to screen candidates when using LinkedIn automated, AI-driven candidate sourcing. Its focus is to organize candidate sourcing, outreach and screening information into a more easily traceable recruitment process. Current visible capabilities include free 1-month trials, LinkedIn automation, and AI-driven candidate sourcing. It provides free entry or trial credits, which is suitable for verifying a small task before deciding whether to pay. Candidate judgment, outreach content and recruitment decisions require manual review and cannot rely solely on automatic output. If you plan to use it for a long time, it is recommended to use a real but low-risk task to test input preparation, output stability, manual review costs and authority boundaries before deciding whether to include it in a fixed process.
Sourcebae
Sourcebae is an AI job search and recruitment tool suitable for recruitment teams, HR, outsourcing recruiters and companies that need to screen candidates for AI-driven interviews and visits to pre-screened talents around the world. Its focus is to organize candidate sourcing, outreach and screening information into a more easily traceable recruitment process, and current visible capabilities include 30 free AI-driven interviews, AI-driven interviews, and access to pre-screened talents around the world. It provides free entry or trial credits, which is suitable for verifying a small task before deciding whether to pay. Candidate judgment, outreach content and recruitment decisions require manual review and cannot rely solely on automatic output. If you plan to use it for a long time, it is recommended to use a real but low-risk task to test input preparation, output stability, manual review costs and authority boundaries before deciding whether to include it in a fixed process.
Snowball
Snowball is an AI job search and recruiting tool for HR teams, hiring leaders, managers, and businesses that need to work with employee information to automate X (Twitter) content creation, AI-powered interactions. It focuses on organizing employee, candidate, and process information into more trackable management processes, with current visibility capabilities including a free three-day trial, automated X (Twitter) content creation, and AI-powered interactions. It offers a free entry or trial credit, which is good for verifying a small task before deciding whether to pay or not. Employee data, candidate judgments, and performance-related conclusions need to be reviewed manually and cannot rely solely on automated output. If you are going to use it for a long time, it is recommended to test input preparation, output stability, manual review costs, and permission boundaries with a real but low-risk task before deciding whether to include a fixed process.
SmallTalk2Me
SmallTalk2Me is an AI job search and recruitment tool for HR teams, hiring leaders, managers, and businesses that need to process employee information for AI-powered English speaking and writing assessments, accurate CEFR levels, and detailed reporting. It focuses on organizing employee, candidate, and process information into more trackable management processes, with current visibility capabilities including a free trial, AI-powered English speaking and writing assessments, accurate CEFR levels, and detailed reporting. It offers a free entry or trial credit, which is good for verifying a small task before deciding whether to pay or not. Employee data, candidate judgments, and performance-related conclusions need to be reviewed manually and cannot rely solely on automated output. If you are going to use it for a long time, it is recommended to test input preparation, output stability, manual review costs, and permission boundaries with a real but low-risk task before deciding whether to include a fixed process.
Latest Articles
Does codex exec not modify files in CI? Read-only is the default key
codex exec In CI, it can analyze code without making changes; first check the sandbox: non-interacti
Does Codex Skills not trigger after installation? Check the table of contents and descriptions
If Codex Skills is installed but does not trigger, first check if it is located in the scan director
Does Codex config.toml not work after being changed? Troubleshooting by configuration priority
Codex config.toml changes that don't take effect usually don't mean the TOML file is corrupted, but
How does Codex CLI continue the previous session? Use resume to retrieve the context
After exiting the Codex CLI, you don't need to redescribe the entire task; just run codex resume sel
Qwen 3.8-Max released: 2.4 trillion parameters, open weight next week
On August 3, 2026, the Qwen team released the Qwen 3.8-Max on the official Qwen blog, positioning it