AI Weekly Digest: Week of February 5-11, 2026
Source: Dev.to
Former GitHub CEO launches Entire
Former GitHub CEO Thomas Dohmke launched Entire on February 10 with $60 million in seed funding at a $300 million valuation. The round was led by Felicis, which called it the largest seed investment ever for a developer‑tools startup. Backers also included Y Combinator CEO Garry Tan, Datadog CEO Olivier Pomel, and Microsoft’s M12 fund.
Entire addresses a growing pain point: developers now manage fleets of AI coding agents that produce code faster than any human can review. Its first open‑source product, Checkpoints, logs the prompts and context behind every AI‑generated code change. At launch the tool supports Claude Code and Gemini CLI.
“Our manual system of software production was never designed for the era of AI,” Dohmke said in his press announcement.
Apple updates Xcode to support Claude Agent and Codex
Apple released Xcode 26.3 this week, adding built‑in support for Anthropic’s Claude Agent and OpenAI’s Codex inside the IDE. Developers can now use advanced reasoning models directly within Apple’s development environment, generating code from natural‑language inputs and catching errors in real time.
SMIC warns of idle AI data centers and memory‑chip crunch
China’s largest chipmaker, SMIC, sounded an alarm on February 11. Co‑CEO Zhao Haijun told analysts that companies are racing to build ten years of data‑center capacity in just two years, yet “what exactly these data centers will do hasn’t been fully thought through.” He also warned that the memory‑chip market is in “crisis mode,” with firms over‑booking orders amid a global supply crunch.
- Moody’s Ratings projects AI‑infrastructure spending will exceed $3 trillion over the next five years. In 2026 alone, Alphabet, Amazon, Meta, and Microsoft plan to spend roughly $650 billion combined on capital expenditures.
- SMIC reported 2025 revenue of $9.3 billion (up 16.2% YoY). Net profit rose 39% to $685.1 million, but both full‑year and Q4 profits missed analyst estimates, and its Hong Kong shares fell 2.2% on the news.
- The HBM (high‑bandwidth memory) crunch adds pressure. Zhao said tight HBM supply will persist for years because new capacity takes time to build and qualify. Data centers consume an estimated 70 % of all memory chips produced in 2026, leaving other sectors short.
Deloitte outlook on semiconductor sales
A Deloitte outlook published this week estimates global semiconductor sales will reach $975 billion in 2026. AI chips now drive roughly half of that total revenue but represent less than 0.2 % of all chip units sold. The report flags a stark risk: the industry has put nearly all its growth behind AI, while non‑AI markets such as automotive and consumer electronics remain flat.
Google releases Developer Knowledge API and MCP server
Google released the Developer Knowledge API and MCP server on February 4 in public preview. The tools give AI coding assistants direct access to Google’s official developer documentation for Firebase, Android, Google Cloud, and more. Google re‑indexes all docs within 24 hours of a service update.
- The MCP server works with popular assistants and IDEs. Developers connect it through a simple config file and an API key from Google Cloud.
- Two core functions power the API:
SearchDocumentChunks– finds relevant doc snippets.BatchGetDocuments– retrieves full page content.
- Google plans to add structured content such as code samples before general availability.
The launch builds on a busy period for the MCP ecosystem. Google also proposed adding gRPC transport to MCP, helping enterprises that already run gRPC across their services and avoiding the need to rewrite services or run translation proxies.
Security coalition updates and open‑source tools
On the security front, the Coalition for Secure AI (CoSAI) released its MCP Security white paper in late January, cataloguing nearly 40 threats across 12 categories. The paper treats MCP servers like any critical infrastructure, calling for zero‑trust principles, sandboxing, and end‑to‑end traceability for every agent request.
- Cisco donated Project CodeGuard to CoSAI on February 9. The open‑source framework embeds security rules directly into AI coding workflows, guiding agents to produce safer code from the start.
- Meta joined CoSAI as a Premier Sponsor on February 3, adding weight to the coalition’s growing roster of backers, which also includes Google, IBM, Microsoft, and NVIDIA.
Closing note
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