programming

Analysis of the AI semiconductor and infrastructure cycle indicates that the demand for AI infrastructure will continue to exceed that of the internet era, as user penetration and per capita token are multiplied and converted into tokens, significantly raising the ceiling. User penetration has surpassed 50%, with growth primarily coming from the still-early per capita token; the median monthly AI spending per employee in U.S. companies is about $12, which could long-term approach around 10% of white-collar salaries, approximately $1,000 per month, leaving nearly two orders of magnitude of space in between. Unlike the flat subscriptions and extremely low marginal hardware consumption of the internet, the high costs of inference make the marginal cost of a single access higher, requiring greater infrastructure intensity.After developers program, the next ARR growth will still mainly come from broad programming: non-programmers use programming infrastructure to complete non-programming tasks across industries, with programming becoming the default execution kernel for agents. Tasks related to broad programming account for about 60% to 70% of ARR. As of June 2026, Codex accounted for 64% of the total output tokens from Codex and ChatGPT among OpenAI's enterprise clients; since February, Codex has seen a much higher weekly growth in verticals such as law, sales recruitment, and marketing compared to engineering. In Anthropic's revenue, narrow development/software accounts for about 40%, while finance and insurance exceed 20%, with law, life sciences, retail, and others also having considerable shares.The demand-side token growth logic remains, with a high overlap between funders and beneficiaries.

Theo Hourmouzis, General Manager of Anthropic for Australia and New Zealand, stated at an event hosted by the National Australia Bank that the company's Australian clients lag behind their global counterparts in utilizing the programming capabilities of the Claude chatbot, but are more inclined to use it for simple tasks.Hourmouzis cited Anthropic data indicating that approximately 5.8% of Claude's usage in Australia pertains to basic tasks such as invoice processing, inventory management, and general administration, which is higher than the global level of about 4.7%. He pointed out that local usage tends to lean more towards backend and practical work.

Swedish Stockholm AI programming startup Lovable announced the completion of a $400 million Series C funding round, bringing its post-funding valuation to $13.3 billion. This round of financing was co-led by Menlo Ventures and the EU-backed investment institution Scaleup Europe Fund (managed by EQT AB), with several venture capital firms participating, as well as new investors from Latin America and Asia, including Tencent Holdings.Lovable is dedicated to the field of AI-assisted programming and is accelerating its expansion to compete with larger rivals such as Anthropic.

AMD officially launched the on-premises AI programming platform AMD Instinct Coder for enterprises, integrating AMD EPYC processors, AMD Instinct GPUs, Supermicro AI servers, Spectro Cloud PaletteAI inference launch platform software, and the GLM-5.2 model optimized by AMD inference microservices, forming a comprehensive solution that is pre-integrated from hardware to software and can be quickly deployed.AMD stated that the total cost of ownership of this platform can reduce costs by up to 70% compared to using cloud-based cutting-edge models, with a capital recovery period as short as 6 months, directly addressing the two core pain points that enterprises commonly encounter in AI programming assistant pilots: the cost impact of cloud models and the data security risks of third-party services.Spectro Cloud's PaletteAI platform provides intelligent routing capabilities, allowing for strategic automatic switching between on-premises inference and cloud-based cutting-edge models from Anthropic, OpenAI, Google, and xAI, and is equipped with token quotas, audit tracking, and Grafana dashboards to visualize cost comparisons between on-premises and cloud environments, fully compatible with standard operating systems and Kubernetes. Each node can support up to 50 users and is compatible with mainstream development tools such as Claude Code, OpenAI Codex, Visual Studio Code, and Cursor.IDC executives commented that this platform "directly addresses the core needs of enterprises wanting AI programming productivity without the unpredictable cloud costs or risks of exposing source code." AMD's move shifts the AI programming assistant from a pure service model billed by usage to an infrastructure investment model with pre-planned costs.

Vitalik posted on the X platform stating that a new type of "high-level programming language" worth trying is a language compiled to Lean (or HOL, etc.), focusing on making it as easy as possible for humans to read definitions and theorems. Rather than proofs, because proofs only need to be correct, the key lies in the definitions and theorems themselves. The envisioned use is that AI outputs a large segment of proof, and the reader needs to understand as easily as possible which precise claims have actually been proven in these outputs.

The international authoritative consulting agency IDC released the "2025 China AI Programming Market Share Report." The report shows that the scale of China's AI programming market will reach 399 million yuan in 2025, and it is expected to grow rapidly to 1.173 billion yuan by the end of 2026.In terms of market competition, Alibaba ranks first with a market share of 47.6% thanks to its core AI programming product Qoder, a figure that exceeds the combined market shares of the second to fifth ranked companies.IDC analysts pointed out that AI Coding is evolving from a mere "code generation tool" into a "software productivity platform" that covers the entire software lifecycle. Currently, Alibaba's Qoder product line has served hundreds of thousands of enterprises including China FAW, CITIC Securities, and AsiaInfo Technologies, with over 5 million users globally.

According to TechCrunch, Indian AI programming startup Emergent has completed a $130 million Series C funding round, with a post-money valuation of approximately $1.5 billion, an increase of about 5 times from a $300 million valuation in January this year. This round was led by private equity firm Creaegis, with participation from MNI Ventures-Claypond, Sentinel Global, as well as Khosla Ventures, SoftBank Vision Fund II, Lightspeed, Y Combinator, among others, bringing the total funding to $230 million.Emergent focuses on providing an "engineering team as a service" AI programming platform for small and medium-sized enterprises and entrepreneurs. It currently has an annual revenue of approximately $120 million, with a growth of about 70% in the past four months, and over 200,000 paying users, serving industries including logistics, manufacturing, construction, and property management.

According to a recent article by npm co-founder Laurie Voss, research from Stanford University's Digital Economy Lab based on ADP payroll data shows that since the end of 2022, the number of employed junior software developers aged 22 to 25 has decreased by 19%, and entry-level software development positions have dropped by 28% from their peak, with the unemployment rate for computer science graduates rising to 6.1%. However, the total number of developers employed in the U.S. has still grown by 4.4% during the same period, with the employment of senior developers aged 41 to 49 increasing by 14%. Data from the U.S. Bureau of Labor Statistics (BLS) further indicates that over the past year, the number of "computer programmer" positions primarily responsible for writing code on demand has decreased by 16%, while positions for data scientists and core software developers that require more architectural judgment have increased by 12% and 2%, respectively.At the same time, the proliferation of AI tools has led to an explosion in software creation. GitHub added a record 36 million accounts and 121 million code repositories last year, and the number of app submissions to the Apple App Store surged by 80% year-on-year in the first quarter of 2026. Data from platforms like Vercel and Lovable indicates that over 60% of new users are "non-traditional developers" such as product managers and analysts. Industry analysts warn that as AI replaces basic coding tasks, the traditional "junior to senior" engineer apprenticeship promotion path has been disrupted, raising concerns about the safety of AI-generated code and challenging the future sources of senior developers. However, the latest hiring data from platforms like Indeed shows that the demand for related entry-level positions hit bottom in May 2025 and has begun to show signs of rebound.

Visa has invested in the AI programming platform Replit to promote the development of agentic payments and explore how developers and AI agents can directly receive payments within the platform.

According to Bloomberg, AI programming startup Cognition AI announced the completion of a new funding round of over $1 billion, with a post-funding valuation of $26 billion, more than doubling the valuation from the last funding round in September 2025.This round of financing was co-led by Lux Capital, General Catalyst, and 8VC, with follow-on investments from Ribbit Capital, Atreides Management LP, and Peter Thiel's Founders Fund, among others.

According to foreign media citing informed sources, Cognition AI is in the early negotiation stage of a new round of financing. The company is leveraging the growing demand for software development generative artificial intelligence technology, and this round of financing will more than double its valuation to reach $25 billion.One informed source stated that the goal of this AI programming startup is to raise hundreds of millions of dollars or more. Negotiations are ongoing, and the terms may change.

SpaceX posted on the X platform that it has reached a cooperation intention with AI programming startup Cursor, which grants SpaceX the right to acquire it later this year for $60 billion, or to pay $10 billion to advance cooperation between the two parties. Cursor is a rapidly growing artificial intelligence startup focused on developing code writing software.

Helius CEO Mert stated on the X platform that AI has given Solana a significant competitive advantage in development. Solana's program model is more secure for AI compared to the interface model of EVM. On Solana, most operations (especially core functions like token creation, exchange, and movement) do not require writing new contracts, which means developers can reuse existing pipelines on the client side without needing new security audits, thus enhancing development speed.Developers can integrate existing pipelines, exchanges, and Token Hooks with a small set of prompts. Furthermore, the previous disadvantage of Solana, where the low abstraction level of the Rust language made contract writing more difficult, has been effectively mitigated by AI. It is expected that several startups valued between $1 billion and $10 billion will emerge on Solana this year.

According to The Information, enterprise software company ClickUp has announced the acquisition of AI programming startup Codegen. This deal is the latest example in this year's wave of mergers and acquisitions in the AI programming field.This summer, Google's acquisition of Windsurf and Cognition attracted widespread attention, while this month, Anthropic acquired development tools startup Bun, and Cursor acquired code review startup Graphite.

ChainCatcher news, the Cardity team has launched a new UTXO smart programming language that can be used to build decentralized protocols on Bitcoin-like blockchains (such as Dogecoin). The language uses a syntax similar to Solidity, making it easy to understand and specifically designed for applications like tokens, DAOs, voting, and DeFi. Developers can deploy protocols to UTXO using .car files. The core implementation of Cardity has been open-sourced and can be viewed on GitHub.

ChainCatcher news, according to Jinshi reports, OpenAI has launched a more powerful GPT-5 model for programming and writing.

ChainCatcher news, according to The Wall Street Journal, Google has agreed to pay approximately $2.4 billion to acquire the technology license from AI programming startup Windsurf and hire its CEO and some employees. This deal was reached after negotiations for the acquisition of Windsurf by OpenAI stalled.

ChainCatcher news, according to Fortune, Google has reached a licensing agreement with coding startup Windsurf, ending OpenAI's $3 billion acquisition proposal for the startup, as the exclusivity period for the deal has expired.The failure of this deal is a setback for ChatGPT maker OpenAI, as the generative AI startup faces talent poaching from competitors like Meta.An OpenAI spokesperson confirmed to Fortune that the exclusivity period for the $3 billion acquisition deal with Windsurf, reached in May, has expired, allowing Windsurf to freely pursue other options.