
GPT-6 Astra tests code flows with Greptile
Greptile uses GPT-6 Astra to test user flows, strengthen security review with Daybreak and reduce rework with Codex.
252 artigos por Marcelo Santiago

Greptile uses GPT-6 Astra to test user flows, strengthen security review with Daybreak and reduce rework with Codex.

Create and test an MCP server in TypeScript with the current SDK, a simple tool, input validation and a local connection before hooking it up to an agent.
![OpenAI banner with the text You can just build things [with hardware], the Codex logo and images of M5Stack and Raspberry Pi boards.](/_next/image?url=%2Fapi%2Fmedia%2Ffile%2Fopenai-hardware-showcase-cover.png&w=3840&q=75)
Learn how to use Codex to take a physical idea to a prototype, with small steps, on-device testing, documentation and human review.

Entire launched a Git compatible forge that brings together code review, agent trails, automated evaluations, hosting and CI.
![Official OpenAI banner with the text You can just build things [with hardware], the Codex logo and images of M5Stack and Raspberry Pi boards.](/_next/image?url=%2Fapi%2Fmedia%2Ffile%2Fopenai-hardware-showcase-cover.png&w=3840&q=75)
OpenAI has opened a community showcase for physical projects built with Codex, featuring recent examples and a space to share new builds.

A playbook for validating pain, defining the MVP, building a first AI powered version and launching safely without automating in the dark.

GitHub made GPT-6.1 Terra available in Copilot. The announcement highlights terminal tasks and C# and notes that rollout will be gradual.

OpenAI says GPT-6.1 Sol is now running CodeRabbit's security reviewer, which validates findings and prepares fixes for human review.

Cursor released DeepSeek V4.1 Flash 1017; on CursorBench 4.0, Max mode scored 47.7% at an average cost of US$0.98 per task.

Turn a recurring pain point into an AI workflow, test it with clear limits and measure the results before automating.

Learn how to define agents with Cursor Agent SDK, write instructions in Markdown, build TypeScript tools, and evaluate behavior before publishing.
Use Codex to break a system into small deliveries, request tests, review diffs and validate permissions before integrating.
In-depth technical curation: agentic architectures, real token benchmarks, MCP servers and open-source tools in your inbox and on the blog.