OpenCode MCP setup for v2.2.6: build a read-only Python server, lock tools down, pool connections and run headless in CI in ...
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Building an Automated Evidence-Based Email Reply Generation Pipeline with Make, Gemini 1.5, and Dify
This guide explains how to build a system that monitors incoming inquiry emails in real-time and fully automates the process ...
The ProblemI am in charge of maintaining a system for an e-commerce company that uses AI to read scanned business cards and automatically register them into a spreadsheet. When a scanner places a PDF ...
Build an AI code review pipeline on GitHub Actions with Semgrep, reviewdog and a Python model reviewer. 12 steps, tested code ...
A developer argues that agent security lives in the boolean function that approves actions, not in policy debates, and that ...
AI agents now read, decide, and act on their own, and the attacks against them unfold across many ordinary, permitted steps ...
One live PHP callback against the Steal My Bitcoin challenge, start to finish, in a single standard-library Python file. This README explains stealmybitcoin_poc.py, a single-file Python reproduction ...
On October 21, 2026, a compromised LiteLLM 1.107.0 release was published to the Python Package Index (PyPI) and distributed through official container images. The malicious package added files that ...
Every accuracy and speed score comes from the Jev Decision Index 0.3.2 leaderboard (data published 15 October 2026), which ...
This article describes the 1.8 schema used by the declarative agent manifest. The manifest is a machine-readable document that provides a Large Language Model (LLM) with the necessary instructions, ...
The private email address GitLab gives you for filing issues by email is a credential. Anyone who gets it can email a patch that GitLab commits in your name, to any branch you can push to, including ...
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