A new automated workflow enables teams to build a nightly production error sweep loop that scans logs, traces errors to root causes, generates fixes, and opens pull requests without human intervention…
Tolmo, an AI security startup, emerged from stealth in June 2026 with a $22M seed round led by Accel and Y Combinator. The company builds autonomous AI security agents that operate on a live knowledge…
A developer compared seven synthetic monitoring tools in 2026, evaluating them on browser fidelity, authoring methods, location coverage, alerting, forensics, and pricing models. Checkly was highlight…
An engineer outlines a four-signal framework for detecting AWS cost anomalies early, warning that AI workloads, multi-account complexity, and FOCUS billing changes are causing surprise spikes. The pos…
Amazon SageMaker AI now emits over 100 detailed inference metrics and provides a built-in Insights dashboard in Amazon CloudWatch, enabling teams to monitor and debug generative AI inference endpoints…
An engineer at a company with six internal MCP servers discovered that an MCP proxy, which handles transport-layer protocol mediation, is insufficient for production governance. After experiencing cre…
A developer released hyperpb, a runtime-compiled Protobuf parser for Go that achieves 10x faster parsing than dynamicpb and 3x faster than hand-written generated code. Quickwit, a Rust-based log searc…
A developer's guide to AI Ops explains how to automate modern infrastructure using dynamic baselines, OpenTelemetry instrumentation, and LLM-driven root cause analysis. The approach reduces Mean Time …
A developer built an autonomous incident investigation agent called FRIDAY that reduced mean time to resolution by 65% on a platform serving 30+ million end users. The agent, triggered by PagerDuty al…
Linear engineer Igor spent months teaching the Linear Agent to auto-fix bugs, achieving reliable fixes for dead feature flags and partial success on failing background tasks. The agent's effectiveness…
An engineer proposes treating prompt engineering for site reliability engineering (SRE) workflows as reusable infrastructure, introducing three production-tested patterns: structured context injection…
SigNoz released a guide on using the OpenTelemetry Datadog Receiver to receive metrics from Datadog Agents without modifying applications, enabling gradual migration to OpenTelemetry. The receiver act…
PyNuxt, a new boilerplate combining FastAPI, Nuxt, and Web3, launches at $199 for a one-time payment, offering developers a production-ready foundation with AI-first development, Web3 support, and int…
Twilio CFO Aidan Viggiano detailed a multi-year turnaround that restored Wall Street confidence, involving workforce cuts, strategic focus on AI integration, and making the Segment unit profitable. Th…
Visa invested in Replit to power agentic payments for developers, signaling that autonomous agents are about to move real money. A pattern is emerging for an agent payment stack, with competing author…
A developer reports that AI is transforming production debugging by rapidly reading and correlating heterogeneous signals, with tools like Datadog's Bits AI SRE claiming time-to-resolution wins of up …
A developer built ccglass, a local loopback reverse proxy for coding agents, after finding that SaaS AI observability tools like Langfuse and Helicone do not work with native CLIs such as Claude Code …
A developer built Drift, an open-source tool that hooks into LangChain agent execution to detect silent failures such as wrong tool sequences, latency spikes, and output drift using statistical anomal…
On June 9, 2026, Datadog and AWS both released major operations-focused agent announcements on the same day. Datadog expanded its Bits AI family with over ten new agents spanning detection, investigat…
Socket appointed Andrew Becherer as its first Chief Information Security Officer. Becherer, former CISO at Datadog and Iterable, will lead security, compliance, and risk as the company protects over 2…