# News: August 7, 2026

> 7 curated links on AI agents, Python, security, Google Cloud, and engineering, selected by Médéric Hurier.

- Author: [Médéric Hurier (Fmind)](https://www.fmind.dev/)
- Published: 2026-08-07
- URL: https://www.fmind.dev/news/2026-08-07/

- [Meta Launches Muse Code, an AI Agent for Large Codebases](<https://techcrunch.com/2026/08/05/meta-launches-muse-code-an-ai-agent-for-large-code-bases>): Meta launched Muse Code, a new AI coding agent designed to handle complex development tasks across large software codebases.
- [pgGraph: Open-Source Graph Database Superpowers for Existing Postgres Data](<https://github.com/Evokoa/pgGraph>): pgGraph adds open-source graph database capabilities and Cypher-style querying directly on top of existing PostgreSQL schemas.
- [The Foundation Model Revolution for Tabular Data](<https://www.youtube.com/watch?v=QvU7w_rwXh8>): Frank Hutter explores how transformer-based foundation models are transforming machine learning workflows for structured tabular data.
- [Foundation Models in Forecasting: Are We There Yet? Lessons from the Trenches](<https://www.youtube.com/watch?v=vS8WREuJ3-M>): Dr. Irena Bojarovska evaluates the real-world performance, hype, and limitations of foundation models for production time-series forecasting.
- [2027 Memory Capacity Reportedly Sold Out as Buyers Lock In Supply](<https://www.digitimes.com/news/a20260804PD217/2027-capacity-dram-nand-2026.html>): Semiconductor manufacturers report DRAM and NAND memory capacity for 2027 is already sold out as buyers lock in supply for AI data centers.
- [Microsoft Sets Limits on AI Token Usage for Its Employees](<https://www.computerworld.com/article/4205739/microsoft-restricts-ai-use-for-its-employees.html>): Microsoft implements internal AI consumption quotas for employees, allocating department-level token budgets to control corporate compute spend.
- [How The AI Bet Pays Off + AI Lab Strategy Game — With David Cahn](<https://www.youtube.com/watch?v=IwjEuO2-3Y4>): Sequoia Capital partner David Cahn analyzes the revenue growth required across the AI ecosystem to justify ongoing data center capital investments.