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14 stories

How Figma Uses AI Agents for Security

InfoQ AIGitHubHow Figma Uses AI Agents for Security The engineering team at software company Figma recently documented how they built AI agents to help their security team investigate alerts, search past incidents, check company systems, and even prepare code fixes. The a

Presentation: A Few Predicted Talks From QConAI 2030

InfoQ AIGitHubPresentation: A Few Predicted Talks From QConAI 2030 Meryem Arik discusses her predictions for software engineering in 2030. She explains how token spend management, parallel agent infrastructure, and non-technical builders will reshape IT. She shares insights on agent-dri

Beyond Zero: Google Publishes Successor to BeyondCorp

InfoQ AIGitHubBeyond Zero: Google Publishes Successor to BeyondCorp In a recent research paper, Google introduced Beyond Zero, a “security model for the AI era” that extends Zero Trust to autonomous AI agents. The new approach moves access decisions from the application level to individu

InfoQ AIGitHubRedefining GIS: Declarative Symbology and Collaborative Workflows in JupyterGIS JupyterGIS is a GIS-focused extension for Jupyter notebooks. The recent 0.16 release enhances collaborative features, real-time editing, and support for large-scale data processing, including remote sensing. It introduce

Mini book: Next-Gen Architecture Playbook: Insights and Patterns for the AI Era

InfoQ AIGitHubMini book: Next-Gen Architecture Playbook: Insights and Patterns for the AI Era This eMag examines how architects can lead with clarity in a rapidly evolving engineering world, distilling industry insights into field-tested practices for teams. Together, these stories reveal a core theme: the techno

Copilot Code Review Reaches Azure Repos, Billed Per Review with Reporting Two Days Behind

InfoQ AIGitHubCopilot Code Review Reaches Azure Repos, Billed Per Review with Reporting Two Days Behind Microsoft opened GitHub Copilot code review for Azure Repos to all Azure DevOps customers, after acknowledging that many are not ready to migrate to GitHub. Reviews bill per use through the linked Azure subscription and

Shopify Introduces Gisting: Compressing LLM System Prompts into Learned Tokens

InfoQ AIGitHubShopify Introduces Gisting: Compressing LLM System Prompts into Learned Tokens Shopify's engineering introduced gisting, a novel technique for compressing long LLM prompts into a smaller set of learned "gist" tokens, improving throughput and reducing inference cost. By Sergio De Simone

InfoQ AIGitHubCohere’s Parse 5 Promises Efficient Multi-Modal Information Extraction from Complex Documents Cohere has launched Parse 5, a multimodal foundation model designed to extract structured data from complex enterprise documents. The 2.3-billion-parameter system converts visually rich PDFs into Markdown while providing

Swiggy Uses 350+ Features and Multi-Task MLP to Predict Customer Lifetime Value

InfoQ AIGitHubSwiggy Uses 350+ Features and Multi-Task MLP to Predict Customer Lifetime Value Swiggy developed an in-house predicted lifetime value model using more than 350 pre order features and a multi task MLP for Food and Instamart. Adding order count as an auxiliary task reduced model parameters by 63% whil

Presentation: Beyond Prompting: Context Engineering for Production-Grade AI

InfoQ AIGitHubPresentation: Beyond Prompting: Context Engineering for Production-Grade AI Ricardo Ferreira discusses moving beyond simple prompt engineering to build production-grade AI applications. He shares practical architectural strategies for integrating long-term and short-term memory using Redis, mana

Cloudflare Adds Optional OAuth Scopes, Letting Developers Mark What Users May Decline

InfoQ AIGitHubCloudflare Adds Optional OAuth Scopes, Letting Developers Mark What Users May Decline Cloudflare has added optional OAuth scopes, letting client owners mark which permissions users may deselect at consent. The company names MCP servers as the motivating case, since agents request the union of everything t

OpenClaw 2.0 Releases with Simplified Setup and Collaborative Agents

InfoQ AIGitHubOpenClaw 2.0 Releases with Simplified Setup and Collaborative Agents OpenClaw has released OpenClaw 2.0, a major update to the open-source personal AI agent that changes its installation process, browser interface, memory, skills, automations, plugins, security, and collaboration features

InfoQ previews the September Cohorts of its Online Certification Programs

InfoQ AIGitHubInfoQ previews the September Cohorts of its Online Certification Programs A preview of the September cohorts of the InfoQ Online Certification Programs, and the facilitators leading them: Luca Mezzalira, Michelle Brush, Zichuan Xiong, and Premanand Chandrasekaran. By Artenisa Chatziou

HCP Terraform Positions Itself as the Control Plane for AI-Driven Infrastructure

InfoQ AIGitHubHCP Terraform Positions Itself as the Control Plane for AI-Driven Infrastructure HashiCorp is positioning HCP Terraform as the governance and control plane for a new generation of AI-driven infrastructure, arguing that the rapid adoption of coding agents is shifting the biggest infrastructure challen

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About

Accept All is a magazine, a radar and a diary about artificial intelligence and the craft of code — read from Tokyo, for people who build.

The name is the button. Code is written by agents now and reviewed by a human thumb that hovers over Accept all a hundred times a day; the whole question of this decade is what, exactly, you just accepted. So we read the diff. A magazine, because every week one model, one tool or one idea is worth reading about slowly. A radar, because we count what the labs, the Valley, GitHub and the chip makers are talking about — releases, agents, open weights, compute, funding, rules — and show it as it moves. A diary, because a seal is set each day in that day's colour, and the days add up.

We read the research labs' own posts, the American and European tech press, the Japanese and Chinese developer sites and the newsletters people actually forward, and bring it together in English and Japanese. Everything here links back to the people who wrote it; the images belong to their authors.

Accept All will keep changing. New sources, new signals, new ways of looking — a little better each week, never finished. If something here made you open a terminal, that is enough.

Thank you for reading. ありがとうございます。