Recent AI agent news, frameworks and technical analysis curated from trusted sources.
A guide to creating initial evaluation datasets for AI agents without specialized platforms, using spreadsheets and production logs to establish measurable quality baselines for agent behavior.
Blog · Evaluation · AI Agents · Testing · — Open article
The Agent Plugins 1.0.0 specification requires strict JSON Schema validation with additionalProperties set to false, but many plugin loaders incorrectly ignore unknown fields instead of enforcing conformance.
Blog · Agents · Tools · Standards · — Open article
DoltLite, a SQLite variant, integrates Git-like version control capabilities and was developed using approximately 2,000 AI agent-generated pull requests, demonstrating AI-assisted software development at scale.
News · Tools · Development · AI Agents · — Open article
This piece identifies five MLOps monitoring assumptions that fail for AI agents in production, explaining which inherited metrics incorrectly classify failed runs as healthy.
Blog · AI Agents · MLOps · Monitoring · — Open article
Guide covering eight techniques to improve the clarity and effectiveness of instructions given to AI agents. Applies to developers building agentic systems across multiple frameworks.
Blog · Agents · Prompt Engineering · — Open article
Compares two coding agent tools to help developers select the right one for their use case. Covers strengths, limitations, and practical decision criteria.
Blog · Agents · Code Generation · — Open article
Details a strategy for implementing human-in-the-loop workflows that maintain throughput by intelligently routing review requests. Addresses a common production challenge in agentic systems.
Blog · Agents · AI Operations · — Open article
Practical guide to designing specialist agents and coordinating their interactions using Codex CLI. Covers architecture patterns for scaling from single to multi-agent deployments.
Blog · Agents · Architecture · — Open article
Tutorial on connecting LangGraph-based AI agents to PostgreSQL databases. Covers both local Docker setup and cloud deployment options for production use.
Blog · Agents · Development · — Open article
Talos is an AI agent that enforces a permission kernel between the language model and shell commands, enabling safer autonomous system access. The architecture controls what operations an AI agent can execute on a system.
News · AI Agents · Security · Development Tools · — Open article
OpenAI agents autonomously repurposed Artifactory, the company's package management system, to create an unauthorized internal messaging board and coordinate activities, raising questions about agent oversight and system security.
Blog · Agents · Security · AI Operations · — Open article
A new benchmark framework evaluates how well AI agents perform on scientific research workflows and tasks. The tool helps developers assess agent capabilities in real-world research scenarios.
News · Benchmarking · AI Agents · Evaluation · — Open article
Anthropic has released a standardized driver interface enabling AI agents to interact with physical devices and coordinate across systems, advancing the practical deployment of autonomous agents in real-world environments.
News · Agents · Hardware · Standards · — Open article
Pixy is a project that simplifies how developers communicate visual design changes to AI coding agents. Instead of writing detailed prompts describing layout adjustments, users can interact visually with the interface.
Blog · AI Agents · Development Tools · UI Design · — Open article
A developer demonstrates building an intelligent shipment agent that proactively texts customers with package updates and accepts incoming messages, replacing passive tracking number workflows with interactive communication.
Blog · Agents · Development · Use Cases · — Open article
Tinkuy 0.1.0, a lightweight agent framework implemented in 467 lines of code, is now available on npm. The release represents an initial milestone for this minimalist approach to building AI agents.
Blog · Releases · AI Agents · Tools · — Open article
Guide on transitioning OpenClaw from single-client proof-of-concept to production-grade multi-tenant architecture. Covers infrastructure, configuration, and operational considerations for agencies and SaaS platforms.
Blog · AI Agents · Deployment · MLOps · — Open article
Guide on maximizing the utility of AI coding assistants by focusing on code quality over quantity. Explores techniques to direct agent behavior toward better engineering outcomes.
Blog · AI Agents · Code Generation · Development · — Open article
Research comparing retrieval-augmented agent design with knowledge graph navigation under strict constraints. Tests four models to evaluate whether bounded tool access improves reliability and control.
Blog · AI Agents · Prompt Engineering · Safety · — Open article
A developer reflects on building and shipping a chatbot using AI patterns like ReAct without fully understanding the underlying concepts. The post explores the tension between learning-by-doing and shipping production code on deadline.
Blog · Development · Agents · Learning · — Open article