# AgentClash Blog

Engineering guides, benchmark analysis, product updates, and practical AI agent evaluation advice.

Source: https://www.agentclash.dev/blog
Markdown export: https://www.agentclash.dev/md/blog

## Recent articles

- [Top AI Agent Evaluation Tools in 2026: Prompt Evals vs Real-Task Gates](https://www.agentclash.dev/blog/top-ai-agent-evaluation-tools-2026)
- [Introducing DataSmith: High-Signal Synthetic Data for AI Agents](https://www.agentclash.dev/blog/introducing-datasmith-synthetic-agent-data)
- [Evaluating Bilingual Customer Support Agents: Arabic, English, and Release Evidence](https://www.agentclash.dev/blog/evaluating-bilingual-customer-support-agents)
- [AI Agent Governance for Middle East Enterprises: Residency, Evidence, and Release Gates](https://www.agentclash.dev/blog/ai-agent-governance-middle-east-enterprises)
- [Building an Agent Eval Program in a Regulated Enterprise](https://www.agentclash.dev/blog/building-agent-eval-program-regulated-enterprise)
- [When the US Government Banned Fable 5](https://www.agentclash.dev/blog/when-the-us-government-banned-fable-5)
- [Why Your AI Pilot Failed (and How Eval Fixes the Second Attempt)](https://www.agentclash.dev/blog/why-ai-pilot-failed-agent-eval-second-attempt)
- [Agent Evaluation vs Prompt Evaluation: When Braintrust Isn't Enough](https://www.agentclash.dev/blog/agent-evaluation-vs-prompt-evaluation-braintrust)
- [The AI Platform Lead's Guide to Agent Release Gates](https://www.agentclash.dev/blog/ai-platform-lead-agent-release-gates)
- [Coding agent benchmark — June 2026](https://www.agentclash.dev/blog/coding-agent-benchmark-june-2026)
- [AgentClash product updates — June 2026](https://www.agentclash.dev/blog/product-updates-june-2026)
- [How to Get AI Agent Approval from Security and Compliance](https://www.agentclash.dev/blog/ai-agent-approval-security-compliance)
- [How to Benchmark AI Agents on Your Own Data (Not Public Leaderboards)](https://www.agentclash.dev/blog/benchmark-ai-agents-on-your-own-data)
- [pass@k, pass^k, and Reliability: What Enterprise Teams Should Measure](https://www.agentclash.dev/blog/pass-k-reliability-enterprise-teams)
- [Evaluating Coding Agents on Private Repos: A Practical Checklist](https://www.agentclash.dev/blog/evaluating-coding-agents-private-repos-checklist)
- [AgentClash vs LangSmith vs Braintrust for Production Agent Testing](https://www.agentclash.dev/blog/agentclash-vs-langsmith-braintrust-production)
- [I Tried to Fingerprint How AI Agents Cheat — and the Brand Didn't Matter](https://www.agentclash.dev/blog/do-ai-models-cheat-by-brand)
- [pass@k vs pass^k: What Agent Reliability Metrics Actually Measure](https://www.agentclash.dev/blog/pass-at-k-vs-pass-power-k)
- [Why AgentClash Compares Agents Head-to-Head](https://www.agentclash.dev/blog/why-agentclash-races-agents-head-to-head)
- [How AgentClash Scores Agent Trajectories](https://www.agentclash.dev/blog/how-agentclash-scores-agent-trajectories)
- [AI Agent Evaluation Needs Regression Testing, Not Just Benchmarks](https://www.agentclash.dev/blog/ai-agent-evaluation-regression-testing)
- [Why We Built AgentClash](https://www.agentclash.dev/blog/why-we-built-agentclash)