opsagent is an independent EU publisher on AgentOps: the security, observability, governance, and reliability of autonomous AI agents.https://opsagent.pl/enhttps://opsagent.pl/blog/agentic-engineering/https://opsagent.pl/blog/agentic-engineering/What agentic engineering is, how it differs from prompt engineering and orchestration, and how opsagent's seven pillars fit together as one engineering process for building agents you can trust in production.Thu, 09 Jul 2026 00:00:00 GMThttps://opsagent.pl/blog/indirect-prompt-injection/https://opsagent.pl/blog/indirect-prompt-injection/How to detect and contain indirect prompt injection in a production agent pipeline — content isolation, provenance, output filtering and the layered defenses that shrink the blast radius.Fri, 19 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/red-teaming-ai-agents/https://opsagent.pl/blog/red-teaming-ai-agents/How to stand up an agent red-team program as a repeatable process — scope, cadence, roles, and how organizational red teaming of autonomous agents differs from a one-off pentest.Fri, 19 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/memory-poisoning/https://opsagent.pl/blog/memory-poisoning/How to defend a production agent's long-term memory and retrieval store against poisoning — validation, provenance, segmentation and expiry that stop false data biasing future decisions.Thu, 18 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/owasp-top-10-agentic/https://opsagent.pl/blog/owasp-top-10-agentic/A production playbook for the OWASP Top 10 for Agentic Applications: how to meet and mitigate each of the ten risks with concrete controls, guardrails and governance.Thu, 18 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/tool-poisoning/https://opsagent.pl/blog/tool-poisoning/How tampered tool descriptions and crafted tool outputs steer autonomous agents into harmful actions — and the validation, isolation and provenance controls that stop it.Thu, 18 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/ai-act-article-50-transparency/https://opsagent.pl/blog/ai-act-article-50-transparency/How to meet EU AI Act Article 50 transparency duties in day-to-day agent operations by 2 August 2026 — AI disclosure, content labeling and deepfake marking, wired into your runtime.Wed, 17 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/eu-ai-act-agents-timeline/https://opsagent.pl/blog/eu-ai-act-agents-timeline/When each EU AI Act obligation actually bites — and what teams shipping autonomous AI agents must have ready for the Article 50 transparency deadline on 2 August 2026.Wed, 17 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/excessive-agency/https://opsagent.pl/blog/excessive-agency/Why over-broad permissions turn a small agent mistake into a major incident — and how least privilege, scoped tools and approval gates contain the blast radius.Wed, 17 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/ai-act-vs-gdpr/https://opsagent.pl/blog/ai-act-vs-gdpr/Why GDPR compliance does not cover the EU AI Act, where the two overlap, and what an autonomous agent has to satisfy under each.Tue, 16 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/company-ai-policy/https://opsagent.pl/blog/company-ai-policy/A practical template for an internal AI policy — the sections that matter, how to cover autonomous agents and Shadow AI, and how to keep it from becoming shelfware.Tue, 16 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/iso-42001-ai-management/https://opsagent.pl/blog/iso-42001-ai-management/What ISO/IEC 42001 requires, how it complements the EU AI Act, and a practical path to an AI management system that actually governs autonomous agents.Tue, 16 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/mcp-security-identity/https://opsagent.pl/blog/mcp-security-identity/How to run the Model Context Protocol safely in production: an MCP gateway, authorization and scoping, and non-human identity controls that keep agent tooling under control.Tue, 16 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/agent-observability/https://opsagent.pl/blog/agent-observability/Tracing, metrics and cost control for autonomous agents — the five things to measure and how OpenTelemetry became the de facto standard for agent observability.Mon, 15 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/mcp-gateway-authorization/https://opsagent.pl/blog/mcp-gateway-authorization/Why agents need an authorization decision at the moment of each action — and how an MCP gateway centralizes policy, approvals and audit for tool access.Mon, 15 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/non-human-identity/https://opsagent.pl/blog/non-human-identity/Agents authenticate as machine identities, not people. Here is why non-human identity is now a core control — and how to inventory, scope and rotate it.Mon, 15 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/owasp-mcp-top-10/https://opsagent.pl/blog/owasp-mcp-top-10/A practical walkthrough of the OWASP MCP Top 10 — the security risks specific to Model Context Protocol servers — and the controls that address each.Mon, 15 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/zero-trust-for-agents/https://opsagent.pl/blog/zero-trust-for-agents/How to operationalize zero-trust for autonomous agents and the tools and agents they call — identity, policy enforcement and segmentation that make continuous verification real in production.Mon, 15 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/agent-cost-finops/https://opsagent.pl/blog/agent-cost-finops/Why cost is a first-class signal for agents, what actually drives the bill, and how token tracking, loop detection and budgets keep an autonomous system affordable.Sun, 14 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/agent-evals-reliability/https://opsagent.pl/blog/agent-evals-reliability/How to evaluate autonomous agents you can trust — LLM-as-a-judge done right, the metrics that matter, and the CI/CD quality gates that keep agents from regressing.Sun, 14 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/agent-production-metrics/https://opsagent.pl/blog/agent-production-metrics/Six metrics — completion, accuracy, hallucination, latency, cost and satisfaction — that turn an agent from a black box into a system you can actually run.Sun, 14 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/agent-tracing-opentelemetry/https://opsagent.pl/blog/agent-tracing-opentelemetry/How to instrument autonomous agents with OpenTelemetry's GenAI conventions so every reasoning step, tool call and cost is captured in one portable trace.Sun, 14 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/agent-benchmarks/https://opsagent.pl/blog/agent-benchmarks/How to read agent benchmarks like τ-bench, MCP-Bench and AgentBench — what they measure, where they mislead, and why your own evals still matter most.Sat, 13 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/agent-memory-architecture/https://opsagent.pl/blog/agent-memory-architecture/How autonomous agents remember — the three kinds of memory, when to use each, and why governing the memory layer is both a capability and a security decision.Sat, 13 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/agent-orchestration-frameworks/https://opsagent.pl/blog/agent-orchestration-frameworks/A vendor-neutral comparison of the main agent frameworks — LangGraph, CrewAI, AutoGen, OpenAI Agents SDK and Google ADK — and how to choose between single-agent and multi-agent designs.Sat, 13 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/agent-regression-testing/https://opsagent.pl/blog/agent-regression-testing/Why a golden dataset and CI gates are the only reliable defense against silent agent regressions when models, prompts and tools change underneath you.Sat, 13 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/llm-as-a-judge/https://opsagent.pl/blog/llm-as-a-judge/How to make an LLM judge reliable — aligning it to human labels, killing position and verbosity bias, and knowing when a judge is measuring quality versus its own preferences.Sat, 13 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/agent-guardrails/https://opsagent.pl/blog/agent-guardrails/Input, output and behavioral guardrails form the safety layer that lets an agent act fast without acting dangerously. Here is what each does and how they fit together.Fri, 12 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/agent-kill-switch/https://opsagent.pl/blog/agent-kill-switch/Every autonomous agent needs a reliable way to stop. How to design kill switches and circuit breakers that actually halt an agent that loops, overspends or drifts.Fri, 12 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/context-engineering/https://opsagent.pl/blog/context-engineering/Why what you put in the context window decides an agent's quality, cost and safety — and the discipline of assembling the right context at each step.Fri, 12 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/graduated-deployment/https://opsagent.pl/blog/graduated-deployment/A five-stage path — dry-run, read-only, simulation, staging, production — for giving an AI agent more autonomy only after evidence says it is safe.Fri, 12 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/human-oversight-autonomy/https://opsagent.pl/blog/human-oversight-autonomy/The spectrum of human oversight for AI agents — from human-in-the-loop to human-out-of-the-loop — plus guardrails, kill switches and a graduated path to raising autonomy safely.Fri, 12 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/shadow-ai-agents/https://opsagent.pl/blog/shadow-ai-agents/Why unsanctioned AI use is the most common governance gap — and how to bring Shadow AI into the light without driving it further underground.Fri, 12 Jun 2026 00:00:00 GMThttps://opsagent.pl/blog/single-vs-multi-agent/https://opsagent.pl/blog/single-vs-multi-agent/When to split a task across multiple AI agents and when one is enough — the real costs of multi-agent systems and a simple test for whether you actually need one.Fri, 12 Jun 2026 00:00:00 GMT