Prompting, Guardrails & Eval

Prompt tools, safety filters, red-teaming, evals, and regression benchmarks.

  • 6 Tracked terms
  • Last 30 days Feed window

What this topic collects on

An article joins this feed when it matches these terms. Each one is also a search of its own.

Latest in Prompting, Guardrails & Eval


dev.to > raju_dandigam > your-agent-eval-set-is-rotting-build-a-failure-mining-loop-for-google-adk-1moc

Your Agent Eval Set Is Rotting: Build a Failure-Mining Loop for Google ADK

1+ hour ago   (524+ words) An agent evaluation set starts healthy. It contains the obvious intents, a few tool failures, and the happy paths used during development. Six months later, production has changed. New tools exist. Users phrase requests differently. A fallback introduced last quarter…...


elastic.co > blog > elastic-stack-9-4-7-released

Elastic Stack 9.4.7 released

20+ hour, 19+ min ago   (561+ words) Get the most relevant context to agents so that they deliver accurate and trusted outcomes Efficiently create, store, and search vector embeddings The speed, scale, and flexibility to power modern application experience Collect, search, explore, and act on large volumes…...


elastic.co > blog > elastic-stack-9-5-4-released

Elastic Stack 9.5.4 released

20+ hour, 19+ min ago   (561+ words) Get the most relevant context to agents so that they deliver accurate and trusted outcomes Efficiently create, store, and search vector embeddings The speed, scale, and flexibility to power modern application experience Collect, search, explore, and act on large volumes…...


orq.ai > integrations > frameworks > beeai

BeeAI + Orq: Production observability for BeeAI agents

8+ hour, 50+ min ago   (737+ words) One API to operate every LLM Monitor AI system behavior Control AI risk, policy, and usage Govern all your MCP’s Explore and compare AI models Deploy AI products to production Evaluate LLM at scale Connect your data to LLMs with…...


dzone.com > articles > vector-search-freshness-slo

Freshness Is the Missing SLO in Production Vector Search

2+ hour, 19+ min ago   (1085+ words) Standard metrics can look healthy while an index still serves stale data, because freshness depends on the entire pipeline, not just query speed. Vector search teams usually define performance with query latency, recall, and throughput. Those measures matter, but they…...


dev.to > figsh > chartscss-vs-provchart-vs-fscss-st-core-three-ways-to-chart-without-a-js-chart-library-5dhk

Charts.css vs ProvChart vs FSCSS (st-core): three ways to chart without a JS chart library

1+ hour, 52+ min ago   (354+ words) JavaScript chart libraries are powerful, and heavy. For many pages you only need a trend, a bar comparison, or a simple gauge. Shipping 40-150 KB of chart runtime (plus hydration) is optional, not inevitable. Three open approaches solve "show the data…...


dev.to > xanderblack5716 > 10-minute-game-failure-alerting-with-nodejs-cron-log-polling-error-apis-and-webhooks-3kga

10-Minute Game Failure Alerting with Node.js Cron Log Polling Error APIs and Webhooks

4+ hour, 7+ min ago   (402+ words) Short answer: poll on a 10-minute cadence, keep exception and failed-job evidence in separate counters, suppress duplicate notifications, and treat missing heartbeats as a different failure class. This is an architecture decision, not a claim that polling is universally superior....


finance.yahoo.com > technology > ai > articles > databend-cloud-launches-agent-trace-143000989.html

Databend Cloud Launches Agent Trace Solution for Production AI Agents

5+ hour, 49+ min ago   (189+ words) Validated in production by a leading foundation model company, the solution turns high-volume agent trace data into trusted assets for debugging, evaluation, and model improvement. LAS VEGAS, September 15, 2026--(BUSINESS WIRE)--Databend Labs, the company behind Databend Cloud, today announced the…...


dev.to > hamza_dev_talks > breaking-the-cloud-lock-in-complete-ovhcloud-automation-via-crossplane-provider-ovh-2170-31i5

Breaking the Cloud Lock-In: Complete OVHcloud Automation via Crossplane Provider OVH 2.17.0

4+ hour, 54+ min ago   (40+ words) <ElicitationsGroup message="Where would you like to go next with Crossplane infrastructure management?"> <Elicitation label="Build an XRD composition for OVH infrastructure" query="Show me how to wr. Tagged with rag, cloud....


blog.checkpoint.com > ai-security > synchronous-control-monitoring-preventing-harmful-agent-actions-in-real-time

Synchronous Control Monitoring: Preventing Harmful Agent Actions in Real Time

6+ hour, 59+ min ago   (383+ words) We ensure alignment and control in agents using synchronous control monitoring. Our model oversees agent execution, continuously ingests the trace as %...