A developer released a weekly digest of seven rules for senior C#/.NET engineers using Cursor, covering topics such as enforcing strict boundaries for database logic, using Result objects instead of n…
JAIPilot, an AI tool that optimizes changed Java code with proof, reports that its Claude-powered hosted agents produced 60 live pull-request drafts and 33 safe no-changes across an audited 95-run cam…
A developer built agent-cost, a tool that measures Claude Code and Codex CLI usage while keeping session measurement and task attribution separate. The tool reads local logs, normalizes usage events i…
A developer running an AI-native startup shares five ways to operate Claude Code like a business, focusing on cost tracking, prompt caching, and telemetry. The post details using tools like ccusage an…
A developer's blog post argues that production-grade agentic AI systems depend on 'boring engineering' practices rather than flashy model capabilities. The post emphasizes tracing, testing, resumable …
A developer's guide argues that OpenTelemetry alone is insufficient for AI observability due to the stochastic nature of LLMs and the need for semantic understanding. The article recommends a hybrid p…
A wave of agent infrastructure releases on the same day signals that reasoning models are now a commodity, with the focus shifting to the layer underneath agents: observability, security, and context …
Langfuse v4 introduces an observations-first model for tracing agentic AI systems, treating LLM calls, tool executions, and agent steps as first-class queryable objects grouped by a shared trace_id, w…
A new capability-based router for AI agent tool routing selects tools based on real-time performance metrics rather than hardcoded defaults, addressing fragility when primary tools fail. The approach,…
An engineer has built the OpenTelemetry (OTel) Instrumentation Wizard, a Streamlit and Python tool that automatically injects production-grade OTel traces, metrics, and logs across multiple programmin…
DeepSeek's open-source agent harness, DeepSeek Harness, now supports observability and monitoring through a new Apache-2.0 plugin, @loongsuite/dsh-plugin, which exports OpenTelemetry traces to SigNoz.…
Developer Ashwin Ugale released tracelint, an open-source linter that detects structural defects in AI agent execution traces without using an LLM. The tool reads telemetry from OpenInference, Arize P…
Amazon OpenSearch Service now supports OpenTelemetry's generative AI semantic conventions, enabling full observability of LLM traces for AI agents. The integration captures structured spans for model …
Grafana Labs announced general availability for the gcx CLI and Grafana MCP server, tools that let AI coding agents query live observability data from Grafana Cloud or self-hosted stacks during develo…
Xaidr, a new open-source Python library, provides in-process runtime security and governance for AI agents, detecting prompt injection, jailbreaks, destructive tool calls, secret leakage, and protocol…
Langfuse 4.14.4 and OpenTelemetry can be used to trace a two-agent Claude pipeline, capturing every LLM call, tool invocation, token count, and dollar cost in a single nested trace timeline. The tutor…
A developer released grafana-agento11y-hermes, an Apache-2.0 plugin that records LLM calls and tool executions from Hermes Agent as generations and emits OpenTelemetry traces and metrics to Grafana Cl…
Coroot released rca-lab, an open-source failure lab that runs real, reproducible incidents on a live Kubernetes cluster to test root-cause-analysis tooling, including AI-based systems. The lab deploys…
BoundaryML has released BAML, a new programming language designed for AI agents, featuring an anti-slop type system with no 'any' or unchecked casts, built-in observability that traces every function,…
A developer with 14 years of enterprise ASP.NET experience details architectural decisions for a .NET 9 system serving 110,000 monthly active users, emphasizing right-sizing Azure compute to save $2,0…