Devlery

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Notes and analysis on AI development.

WebMCP Origin Trial turns browser agents from click guessers into tool users

WebMCP Origin Trial turns browser agents from click guessers into tool users

Chrome WebMCP is an Origin Trial for exposing structured tools and permission boundaries from web apps to browser agents.

AlphaEvolve cuts errors 30% and turns coding agents into scientific infrastructure

AlphaEvolve cuts errors 30% and turns coding agents into scientific infrastructure

AlphaEvolve extends Gemini-based coding agents into evaluated loops for genomics, quantum simulation, infrastructure scheduling, and algorithm discovery.

DevTools 1.0 sets a browser QA baseline for coding agents

DevTools 1.0 sets a browser QA baseline for coding agents

Chrome DevTools for agents 1.0 pulls coding agents into real browser QA and debugging loops.

Four-Nines Agents on Kafka, Confluent Bets on Real-Time AI

Four-Nines Agents on Kafka, Confluent Bets on Real-Time AI

Confluent Intelligence Q2 turns Kafka and Flink streams into real-time context, control, and security infrastructure for AI agents.

When Flash Beats Pro, Agent Economics Take Over

When Flash Beats Pro, Agent Economics Take Over

Gemini 3.5 Flash is not just another fast model release. It points to the cost, latency, and routing fight behind coding agents and AI search.

When the search box becomes a 24-hour agent, Google tests mini apps

When the search box becomes a 24-hour agent, Google tests mini apps

Google Search agents extend search from answers into persistent monitoring, task state, alerts, and generative UI mini apps.

Gemini API Managed Agents turn model calls into sandboxed workers

Gemini API Managed Agents turn model calls into sandboxed workers

Google Gemini API Managed Agents move model calls into isolated Linux sandboxes with stateful agent execution.

Free Gemini CLI gets a deadline as terminal agents move to Antigravity

Free Gemini CLI gets a deadline as terminal agents move to Antigravity

Google is moving the personal and free Gemini CLI path to Antigravity CLI. The June 18 cutoff marks a shift in the operating layer for coding agents.

The switch to review before August 17, Atlassian AI data contribution

The switch to review before August 17, Atlassian AI data contribution

Atlassian data contribution settings show how Jira, Confluence, Rovo, and Teamwork Graph data defaults now shape AI improvement loops.

Codex Goals and the New Completion Contract for Coding Agents

Codex Goals and the New Completion Contract for Coding Agents

OpenAI Codex Goals turns long-running coding work into an evidence-based loop with objectives, verification surfaces, constraints, and budgets.

KPMG puts Claude inside the tax and legal workbench

KPMG puts Claude inside the tax and legal workbench

Anthropic and KPMG are turning Claude into an agent layer for Digital Gateway, private equity modernization, and Big Four delivery.

11 Seconds of Audio in Under 8 Seconds, Without a GPU

11 Seconds of Audio in Under 8 Seconds, Without a GPU

Google and Arm show how on-device generative AI is moving from model releases into CPU runtimes, quantization, memory limits, and silicon features.