One year of R & D expenditure is one million, but the technology is still fighting everywhere. What is the problem?
A company raises 5 developers, and the annual fixed expenditure cost exceeds 1.2 million, and the cost is increasing year by year. Is there a better way to cut costs?
Developers work hard to work overtime, but the actual statistics found that, especially in large companies, the actual effective working time of developers is 1 to 3 hours, and more time is spent in various meetings, online information search, online surfing, etc. I have tracked developers from several large companies, and the time spent coding no more than 20 hours per week;
The landing of specifications is the difficulty of technical development. The current status is that there are specifications and the landing is difficult. As a result, problems will occur frequently in the later stages of development, which will always cause delays in project construction and repair and repair various minor problems. To sum up these problems is that the software specification does not have a good means of implementation.
Having said that, do you have a good solution? The following is a summary of our own real work experience
First of all, the implementation of the norm is the core. The norms include development technical norms, software engineering norms, team collaboration norms, continuous integration norms, advanced technical construction norms, and technical person in charge promotion norms. At this time, artificial intelligence technology comes in handy. The traditional norms rely on documents, meetings, inspections, and instructions; in the era of artificial intelligence, through induction and summarization, the self-driven implementation of norms is automatically achieved, and it is easy to put norms in various roles. The implementation among various employees greatly reduces the communication cost and enhances the quality of development.
Secondly, after the specification is implemented, there are a lot of places that need to be communicated, and each employee is self-driven according to the process; at the same time, the self-driven plug-in is installed on each employee's machine, automatically submits the employee's work, and automatically submits the code to the repository , Automatically evaluate the effective working time of employees, plus the leadership's post-event supervision and management, each employee's effective working time will exceed 6 hours per day, doubling the efficiency;
Finally, we adopted 4 measures to ensure cost reduction and efficiency improvement:
1. The task is accurate to the time
The project will be split automatically according to the task to be completed every hour. Due to the more precise control, the project duration will naturally be more than doubled;
2. Intelligent software process supervision to achieve precise control of the project cycle
The system automatically detects the completion status of tasks without management workload; finds any problems at any time through real-time process management to correct various development effectiveness; weekly project acceptance and problem sorting to ensure controllability; through these measures , To achieve efficiency improvement of each job, and really reduce costs;
3. Choose more automation methods as needed to improve development efficiency and software quality
Automated testing improves development quality; automated retesting, online batch automation testing to prevent major problems from going online; automated deployment, automatic deployment after review; automated operation and maintenance, and intelligentization of specialized repetitive work; these tasks generally account for routine Cost 1/3, can directly reduce and bring higher reliability of quality
4. Effective working hours management and development team work track record
The objective data of the work status of all development departments are sent to managers through reports, which can be viewed at any time. This monitoring mechanism naturally forms a driving force.
