Average Kubernetes cluster CPU utilization sits at 8%, and a $100K/month compute budget has a reclaim potential of $46K to $64K, according to Cast AI, which developed a Kubernetes cost optimization RF…
Temporal Technologies Inc. has made its open-source durable execution platform available on Amazon Web Services Marketplace to help enterprises manage the complexity of AI agent workflows. The platfor…
Codacy warns that AI-generated pull requests create a governance blind spot where malicious intent can emerge across multiple individually acceptable changes, requiring engineering leaders to adopt lo…
RapidNative, a company building AI-generated React Native apps, identifies five common data leak points that occur outside production code, including unencrypted AsyncStorage, production data in desig…
Ayomide, a third-year CS student in Edmonton, built Pingoni, a drop-in API monitoring tool for small Node and Python teams, from his dorm room. After seven months of development, Pingoni has zero MRR,…
AI agent failures in production stem from poor architecture—unmanaged context windows, missing governance layers, and insufficient observability—rather than model capability gaps, according to a Hacke…
OpenObserve, an open-source observability platform, crossed 20,000 GitHub stars on July 15 and offers native LLM monitoring at $3 per day, compared to Datadog's $174 per day for the same workload. The…
Gartner's latest Magic Quadrant for Observability Platforms finds vendors investing heavily in AI observability, autonomous investigations, and cost optimization as enterprise demand for visibility in…
Digby, an open-source AI agent for Slack and Linear built on the pi framework, is now available on GitHub. The self-modifying bot deploys to AWS, runs on Claude Sonnet via Bedrock, and can autonomousl…
Inithouse, a studio shipping AI-powered products, built Watching Agents to monitor future-oriented questions that traditional dashboards cannot answer. The tool lets users deploy AI agents that build …
Datadog, an AI observability platform, is nearing a buy point as institutional investors show increasing appetite for its technology. The company's stock is approaching a key price level, driven by de…
OpenTelemetry spans give engineers visibility into AI agent execution, but under the EU AI Act Articles 9 and 13, that visibility is not evidence. The structural gap is that self-reported telemetry ca…
LLM applications can fail silently at 3AM with hallucinated answers and no errors in logs, warns a production engineering analysis. The article from a technical publication advises that traditional AP…
Anway, an open-source platform that connects DevOps tools including GitHub, Datadog, Linear, Kubernetes, Loki, Prometheus, Jira, ArgoCD, PagerDuty, and Terraform into a single intelligence surface, is…
Datadog's modular pricing model, with over 40 separately metered products, routinely causes invoices two to three times higher than initial estimates, according to an analysis of Datadog's official pr…
TormentNexus has built a real-time AI observability dashboard that streams raw SQLite row-level mutations directly from Write-Ahead Log files, enabling developers to see every INSERT, UPDATE, and DELE…
ReskPoints, a new Python library from Resk Security, provides purpose-built logging for AI agent loops with features like sampling, masking, and multi-export to console, Datadog, Prometheus, and OpenT…
Site reliability engineering teams are adopting agentic AI for incident response but must build trust through grounded telemetry, safety guardrails, and progressive autonomy. A five-pillar trust model…
Datadog engineer Arnold Wakim used Anthropic's Claude and Cursor to migrate a critical production system, Stream Router, from a key-value store to PostgreSQL, reducing operation times from 45 minutes …
A developer named Lena deployed an AI-powered reporting tool inside CoreStack's internal network, automatically connecting to Datadog and PagerDuty to generate trend baselines and anomaly predictions.…