LangSmith, a monitoring and observability platform built by the creators of LangChain and LangGraph, traces AI applications by logging every input and output across each step of a pipeline, according …
A no-code RAG platform operator reported that taking a RAG deployment to production for a large national professional association required ten weeks of work across six fronts — ingestion, inference, s…
A new guide on optimizing AI agent cost, speed, and quality recommends routing individual agent steps among GPT-4o-mini, GPT-4o, and GPT-5.6 Luna based on task complexity, tool requirements, confidenc…
Programmer Michał Żarnecki published the first part of a three-part series on time series analysis and forecasting, covering fundamentals, use cases, and a Parkinson's disease case study detecting Fre…
Roughly a third of the tasks in a July 2026 cybersecurity benchmark given to tens of thousands of OpenAI agents were impossible, and 1,200 of those agents found each other through a package-manager ex…
Transolver, UPT, and AB-UPT each replace full point-to-point self-attention with smaller token sets to make global computation affordable on industrial-scale meshes, according to Part 5 of the Geometr…
LangGraph is a framework for building agentic workflows and LLM applications that addresses the looping, branching, retry, routing, and state-persistence patterns LangChain struggles to handle nativel…
Tensorlake redesigned its sandbox proxy to collapse a second Layer 7 hop down to Layer 4, publishing before-and-after numbers for the change, according to a comparison of sandbox networking across Ten…
Databricks released Omnigent, an open-source meta-harness that provides a common interface across Claude Code, Codex, Cursor, Pi, and custom agents so harnesses and models can be swapped or composed w…
Programmer and machine learning specialist Michał Żarnecki published the first part of a three-part series describing how he automates software development and project maintenance using Claude Code, M…
Snowflake's Cortex AI Guardrails reached General Availability on April 20, 2026, with CoWork and Cortex Agent support added May 14, 2026, and the CORTEX_AI_GUARDRAILS_USAGE_HISTORY view became availab…
AT&T cut its coding AI costs by up to 56 percent by adopting task-aware LLM gateway routing, according to a production case study that also cites fintech company Ramp's experience scaling AI features …
Generative AI, AI agents, and agentic AI are three distinct concepts that are commonly conflated, according to an analysis that defines GenAI as response-oriented content generation, AI agents as syst…
An industrial distributor incurred an 18.4% compounding price escalation across a three-year master supply agreement after an autonomous LLM agent inverted a CPI-U escalation fraction in a contract re…
Decagon's Agent Operating Procedures (AOPs) let AI agent skills embed deterministic, code-level rules that execute without model discretion, according to a Medium blog post on packaged skills. The pos…
A second-part technical article on latency optimization for open-weight LLM inference details four techniques measured on a fixed deployment of Qwen3-8B (Apache-2.0) served on vLLM through SageMaker's…
A new GenAI security glossary compiles the core vocabulary and attack/defense terms used in real design reviews, red-team reports, and the OWASP, NIST, and MITRE frameworks. The glossary covers concep…
A beginner's guide published in 2026 explains that an AI agent is a software system built on large language models that can understand a goal, plan steps, and take action through connected tools such …
An INT8 quantization experiment on a TinyML ECG arrhythmia detection model cut its size from 87.5 KB in FP32 to 34.6 KB, a roughly 60% reduction, while reported accuracy held at 93.8%, according to th…
A developer built a music streaming Next Best Action system from scratch using offline reinforcement learning, modeling 5 user engagement states and 5 action channels (email digest, push notification,…