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Continuous Delivery 2.0
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Continuous Delivery 2.0

Tech and case studies on organizational management, team management, and engineering efficiency

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Latest from Continuous Delivery 2.0

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Continuous Delivery 2.0
Continuous Delivery 2.0
Dec 16, 2025 · Operations

How Tencent’s Blue Whale Platform Cuts R&D Costs by 20% and Boosts Engineer Efficiency

This article explains how Tencent Interactive's Blue Whale platform combines a stable core foundation with extensible plugins, automates CI/CD, leverages cloud desktops and on‑demand GPU resources, and adopts continuous delivery principles to reduce development costs, accelerate releases, and turn a cost centre into a strategic asset.

Continuous deliveryDevOpsR&D efficiency
0 likes · 13 min read
How Tencent’s Blue Whale Platform Cuts R&D Costs by 20% and Boosts Engineer Efficiency
Continuous Delivery 2.0
Continuous Delivery 2.0
Dec 9, 2025 · Operations

How Tencent Interactive Entertainment Scaled SRE: From Traditional Ops to Modern Reliability Engineering

This article examines Tencent Interactive Entertainment's eight‑year journey from a traditional operations team to a 400‑person SRE organization, detailing timeline milestones, the shift in mindset and practices, management challenges, and the broader industry trends driving reliability engineering adoption.

Organizational ChangeSRETencent
0 likes · 13 min read
How Tencent Interactive Entertainment Scaled SRE: From Traditional Ops to Modern Reliability Engineering
Continuous Delivery 2.0
Continuous Delivery 2.0
Nov 25, 2025 · Information Security

How SBOM and SLSA Transform Software Supply Chain Security and Boost ROI

This article examines the core applications of Software Bill of Materials (SBOM) and the SLSA framework across vulnerability response, license compliance, merger due‑diligence, and container image integrity, quantifies their return on investment, and showcases real‑world implementations by leading tech firms, highlighting how they enhance enterprise security, operational efficiency, and competitive advantage.

ROISLSAsbom
0 likes · 17 min read
How SBOM and SLSA Transform Software Supply Chain Security and Boost ROI
Continuous Delivery 2.0
Continuous Delivery 2.0
Nov 21, 2025 · Information Security

How Google, Microsoft, and Meta Are Shaping SBOM Practices for Secure Software Supply Chains

This article examines the distinct SBOM strategies of Google, Microsoft, and Meta, highlighting Google's large‑scale automation, Microsoft's open‑source tooling, and Meta's internal security integration, and draws lessons for enterprises seeking transparent and resilient software supply chain governance.

DevOpsInformation SecurityOpen standards
0 likes · 10 min read
How Google, Microsoft, and Meta Are Shaping SBOM Practices for Secure Software Supply Chains
Continuous Delivery 2.0
Continuous Delivery 2.0
Nov 20, 2025 · Information Security

Why SBOM Is Critical for Modern Software Security and How to Choose Between SPDX and CycloneDX

The article explains what a Software Bill of Materials (SBOM) is, why it has become a strategic security requirement, compares the leading SPDX and CycloneDX standards, examines China's emerging DSDX format, and offers practical guidance on selecting the right SBOM format and tools for various compliance and risk‑management scenarios.

CycloneDXSPDXcompliance
0 likes · 13 min read
Why SBOM Is Critical for Modern Software Security and How to Choose Between SPDX and CycloneDX
Continuous Delivery 2.0
Continuous Delivery 2.0
Nov 18, 2025 · R&D Management

How to Quantify and Reduce Technical Debt to Boost Software Delivery Efficiency

This article explains what technical debt is, why it is a business problem, how to measure its cost using unplanned work, provides formulas and examples for calculating wasted capacity, and outlines practical steps to prioritize code quality, architecture alignment, and process improvements for higher team productivity.

ROISoftware Deliverycode quality
0 likes · 12 min read
How to Quantify and Reduce Technical Debt to Boost Software Delivery Efficiency
Continuous Delivery 2.0
Continuous Delivery 2.0
Nov 13, 2025 · Artificial Intelligence

Shopify’s Blueprint for Scalable AI Agents: Architecture, Evaluation, and Reward‑Hack Fixes

This article details how Shopify engineered the Sidekick AI agent platform, covering its evolving architecture, just‑in‑time instruction system, rigorous LLM evaluation framework, GRPO training method, and strategies to prevent reward‑hacking, offering practical guidance for building production‑ready agentic systems.

AI agentsLLM evaluationShopify
0 likes · 13 min read
Shopify’s Blueprint for Scalable AI Agents: Architecture, Evaluation, and Reward‑Hack Fixes