Software Engineering 3.0 Era
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Software Engineering 3.0 Era

With large models (LLMs) reshaping countless industries, software engineering is leading the charge into the Software Engineering 3.0 era—model-driven development and operations. This account focuses on the new paradigms, theories, and methods of SE 3.0, and showcases its tools and practices.

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Software Engineering 3.0 Era
Software Engineering 3.0 Era
Feb 26, 2026 · Industry Insights

Software Engineering 3.0 Declaration (2026): AI‑Driven Evolution of Development Practices

The 2026 Software Engineering 3.0 Declaration outlines how large‑model AI and autonomous agents are reshaping development roles, software artifacts, and engineering processes, proposing four AI‑centric principles that prioritize business intent, evolvable knowledge, executable contracts, and heterogeneous agent collaboration.

AIHuman-AI Collaborationdevelopment principles
0 likes · 6 min read
Software Engineering 3.0 Declaration (2026): AI‑Driven Evolution of Development Practices
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Feb 24, 2026 · Artificial Intelligence

What Will AI-Driven Software Engineering Look Like in 2028?

The article analyzes how rapid advances in large language models, multi‑agent systems and tools like FARS are reshaping software engineering toward AI‑intent‑driven development, autonomous testing, and a new human‑AI symbiosis that could overhaul development roles, SaaS business models, and the economics of intellectual labor by 2028.

AIFARSIntent-Driven Development
0 likes · 18 min read
What Will AI-Driven Software Engineering Look Like in 2028?
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Feb 20, 2026 · Artificial Intelligence

Google Gemini 3.1 Pro Sets New AI Benchmark with Lower Cost and Higher Speed

Google’s Gemini 3.1 Pro, launched on February 19 2026, undercuts Claude Opus 4.6’s price by more than half while matching its benchmark scores, delivers superior code‑agent and multimodal performance, supports up to 1 million‑token contexts, and introduces enhanced safety and phased rollout, reshaping the AI competitive landscape.

AI benchmarksGemini 3.1 ProGoogle AI
0 likes · 12 min read
Google Gemini 3.1 Pro Sets New AI Benchmark with Lower Cost and Higher Speed
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Feb 16, 2026 · Artificial Intelligence

Three Years of AI Evolution: From Incremental Gains to Unlimited Capability Frontiers

The article analyzes how, over the past three years, rapid growth in compute, data, and model architecture has turned incremental advances in large language models into qualitative leaps—spanning emergent abilities, world‑model video generation, and agentic AI—suggesting an effectively unbounded frontier for AI capabilities.

AI agentsAI capability boundariesemergent abilities
0 likes · 18 min read
Three Years of AI Evolution: From Incremental Gains to Unlimited Capability Frontiers
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Feb 13, 2026 · Artificial Intelligence

Coding as Craft Is Dying, AI‑Driven Building Is Booming – OpenClaw Founder’s View

The article argues that traditional deep‑flow coding is fading while AI‑augmented building is soaring, illustrated by Peter Steinberger’s rapid OpenClaw development, METR’s exponential AI task‑completion data, and predictions that most apps will vanish, leaving builders as the new valuable talent.

AI agentsOpenClawagentic engineering
0 likes · 16 min read
Coding as Craft Is Dying, AI‑Driven Building Is Booming – OpenClaw Founder’s View
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Feb 11, 2026 · Artificial Intelligence

2025 Large Model Service Performance Report: Near‑100% Success, Rising Throughput, and Falling Prices

The 2025 monitoring report by AIIA and the China Academy of Information and Communications Technology evaluates 42 large‑model services across 13 MaaS platforms, revealing near‑100% call success rates, significant TPS growth, sub‑second latency, increasing open‑source model adoption, and a gradual decline in service pricing.

MaaSlarge language modelslatency
0 likes · 11 min read
2025 Large Model Service Performance Report: Near‑100% Success, Rising Throughput, and Falling Prices
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Feb 8, 2026 · Industry Insights

Beyond the Rush: 11 Must‑Read Books to Anchor Your Direction in the 2026 AI Era

This article curates an eleven‑book reading list that examines engineering certainty, strategic foresight, cognitive science, and economic dynamics, offering concrete arguments and examples for why each title can serve as an intellectual anchor to keep professionals clear‑headed amid the accelerating AI landscape of 2026.

AIBook ListFuture Outlook
0 likes · 17 min read
Beyond the Rush: 11 Must‑Read Books to Anchor Your Direction in the 2026 AI Era
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Jan 27, 2026 · Artificial Intelligence

How Kimi K2.5 Can Spawn 100 AI Agents to Accelerate Software Development

Kimi K2.5, an open‑source multimodal model with Visual Agentic Intelligence, can dynamically create up to 100 cooperating agents that parallelize tasks, cut end‑to‑end execution time by 80% (4.5‑10× faster), and transform requirement analysis, UI coding, architecture review, and testing in software engineering.

AI codingKimi K2.5multimodal AI
0 likes · 15 min read
How Kimi K2.5 Can Spawn 100 AI Agents to Accelerate Software Development