续构 provides independent engineering governance and continuous technical support for long-running commercial software, along with specialized Agent commercialization services.

Who can benefit from 续构's services?

Organizations with long-term commercial software projects that require ongoing technical support, governance, or commercialization of AI agents.

What does 'independent engineering governance' mean?

It means 续构 offers unbiased oversight and management of software engineering processes, ensuring quality, compliance, and efficiency without internal conflicts of interest.

Does 续构 specialize in AI agent commercialization?

Yes, 续构 offers specialized services to help commercialize AI agents, including deployment, integration, and monetization strategies.

How does 续构 support long-running software?

Through continuous technical support, including maintenance, updates, performance optimization, and scalability planning to ensure software longevity.

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What is 续构?

续构 is an independent engineering governance service for commercial software that already has real customers, revenue, data, or core business processes. It does not handle daily feature outsourcing. Instead, 续构 focuses on identifying risks, establishing engineering standards, reviewing critical releases, and helping client teams maintain software long-term. The service is designed for software that has become too risky to modify casually and where AI-generated code is poorly understood.

Application scenarios

System risk identification
Teams can have 续构 map out architecture, dependencies, data, and critical business chains to prioritize risks and technical debt.
Engineering standard setup
Organizations can establish code review, testing, release, and rollback standards through 续构's independent oversight.
Critical version governance
续构 reviews major changes, key releases, and incident improvements to prevent production failures.
Agent commercialization
Teams building paid Agent products or integrating Agents into real business workflows can get help defining customer tasks, product boundaries, pricing, production architecture, permissions, evaluation, and human handover.
Long-term maintenance
For software with ongoing development but no unified owner for architecture, technical debt, or major versions, 续构 provides continuous engineering assurance.
Incident improvement
续构 helps move from reactive incident handling to a fixed mechanism with monitoring, rollback, post-mortems, and corrective actions.

Core Features

Baseline establishment
续构 creates a shared system understanding, engineering standards, and governance priorities in 2–3 weeks.
Continuous engineering governance
The service participates in key decisions, system checks, and long-term governance on a fixed cadence for at least 6 months.
Independent quality oversight
续构 provides independent judgment, engineering standards, critical reviews, and ongoing assurance—without taking over daily feature development.
Risk and debt mapping
The team maps architecture, dependencies, data, and critical business chains, ranking risks and technical debt by business impact.
Agent commercialization support
For Agent products, 续构 covers customer task definition, product boundaries, pricing design, production architecture, permissions, evaluation, human handover, effect verification, cost analysis, delivery promises, and unit economics.
Collaboration boundary clarity
The client team retains ownership of product, code, data, and final decisions. 续构 handles independent judgment and engineering standards only.

Target users

续构 is for teams running commercial software with real users, revenue, and data—especially those where AI-generated code is poorly understood, no single person is responsible for long-term quality, or incidents are handled reactively without systematic improvement. It suits product teams, engineering managers, and business leaders who need independent governance without outsourcing daily development.

How to use 续构?

To start, contact 续构 via the official website or WeChat QR code. Describe your current business, team, and system situation in detail. The first discussion is not a sales pitch—it confirms whether the problem and boundaries align for cooperation. 续构 will then assess if the partnership fits before proceeding.

Pricing and free trial

Pricing is clearly stated on the website:

Baseline establishment (2–3 weeks): ¥68,000 per engagement (starting price)
Continuous engineering governance (at least 6 months): ¥98,000 per month (starting price)

Agent-specific services and full delivery scope are detailed separately on the service page. No free trial is mentioned.

Effect review

续构 addresses a clear pain point: commercial software that has grown too complex or risky for casual modification, especially with AI-generated code. The pricing reflects a premium, high-touch service for organizations that need independent engineering oversight rather than more developers. The focus on baseline mapping, standard setting, and incident improvement suggests a systematic approach rather than ad-hoc fixes. For teams already struggling with technical debt and release anxiety, 续构 offers a structured path to regain control—but the cost and commitment (minimum 6 months) make it suitable only for serious, revenue-critical systems.

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