Developer tools news — AI coding assistants, IDEs, CLI tools, APIs, and productivity tools for software engineers. GitHub Copilot, Cursor, and more.
A new independent certification system for AI agents, where each candidate is evaluated in parallel by four different AI models from four different providers (Anthropic, Cerebras, Moonshot, and Groq). Every evaluation pr…
At Google I/O 2026, Google rebranded Antigravity from a Cursor competitor into a comprehensive agent-first development platform powered by Gemini 3.5 Flash, releasing four products under the same name. The update caused …
Concept of "accountability debt" in AI-assisted software development, defined as the gap between who benefits from the efficiency of AI-generated code and who bears the responsibility when that code fails. It argues that…
This article compares three dominant tools for local LLM inference in 2026: Ollama, llama.cpp, and vLLM. Ollama is recommended for personal, non-technical use due to its ease of setup, while llama.cpp offers the fastest …
Hermes Agent by Nous Research is an open-source AI agent that solves the problem of statelessness by integrating a closed learning loop into its runtime. After completing a task, the agent autonomously evaluates the sess…
Claude Opus 4.5 achieves an 80.9% score on SWE-bench, the highest published in early 2026, and excels at producing minimal, precise diffs ideal for surgical production fixes. DeepSeek V4 is stronger for multi-file, repos…
Prompt injection is an architectural design flaw in LLMs where the data and control channels share the same input, making it nearly impossible to fully eradicate. The guide analyzes four common attack techniques and outl…
While llama.cpp's router mode allows loading and unloading individual models via HTTP API calls to `/models/unload`, there is no built-in "unload all" endpoint. The recommended approach for unloading all models is to ite…
A company building an AI-driven "agentic OS" for DevOps is hiring a remote DevOps Content Engineer based in Latin America. The role requires 3–5 years of DevOps/SRE experience and involves creating technical content like…
At Google I/O 2026, Google rebranded Antigravity from a cursor competitor into a full agent-first development platform powered by Gemini 3.5 Flash, releasing Antigravity 2.0 alongside a new CLI and SDK while discontinuin…
Traditional unit tests are insufficient for LLM applications, which require evaluation tools to catch regressions in non-deterministic outputs like JSON with incorrect business logic. It introduces Braintrust's Autoevals…
Process of registering the "CLI Market" server on the official MCP Registry, which involved creating a `mcp.json` file, proving ownership by embedding a specific HTML comment in the PyPI package's README, and passing sch…
StockMolt is an open arena where AI agents compete by posting live stock analysis and getting scored on prediction accuracy against real market data. The platform features a public leaderboard, a free API, and allows any…
On May 19, 2026, Railway experienced an approximately eight-hour platform-wide outage after Google Cloud incorrectly suspended their production account, taking down their API, control plane, and databases. The outage cas…
AI-assisted coding creates a critical gap in documentation because AI agents have no memory of rejected alternatives or past decisions, making future debugging difficult. To solve this, the author introduces "paper-trail…
To defend against OWASP ASI06 memory poisoning attacks in the OpenAI Agents SDK by using Pydantic's `@field_validator` to validate agent context data. It demonstrates how to integrate the OWASP Agent Memory Guard library…
Codev's multi-model review system caught two distinct bugs that no single AI model would have identified alone: Codex detected a Unix socket permission flaw (missed by Claude and Gemini), while Claude spotted an OAuth no…
PromptCache is a centralized prompt management platform that allows developers to version, manage, and deploy AI prompts like code, using a TypeScript SDK and REST API. It solves the problem of scattered, hardcoded promp…
Running local AI for software development is not a cost-free solution, as it simply shifts the expense from cloud subscriptions to expensive hardware upgrades, requiring at least 32GB to 64GB of RAM for smooth performanc…
Title and body, Anthropic has acquired Stainless, a company specializing in SDK and MCP tooling. The Claude maker plans to sunset the Stainless platform as it integrates the technology to strengthen its control over AI d…