Pega expands AI platform with agent orchestration, development tools and new pricing model. Pega adds agent orchestration, developer tooling, and a pricing model to deploy governed, cost-controlled AI agents across enterprise workflows. Outcome engineers should note the packaged governance + orchestration pattern—production agent fleets now require integrated policy, billing, and deployment controls (Principles 09 & 10).

‘We may be flying blind’: AWS wants to fix the problem of AI agents straying off task. AWS research exposes fragile benchmarks and the “intent–execution gap,” calling for harness-level guardrails to prevent agents from drifting. If you build agentic systems, you must invest in agent harnesses, monitoring, and robust evaluation to preserve reliable outcomes and a legible landscape (Principles 06 & 14).

Snowflake and 1Password tackle the growing challenge of securing AI agents at scale. Snowflake and 1Password unveil approaches for secrets management, access controls, and governance when agents access sensitive enterprise data. This signals that secrets, credentialing, and agent access policies belong at the architecture level—not ad hoc scripts—so design for gated access and auditability from day one (Principles 10 & 15).

Launch HN: Intuned (YC S22) — Build and run reliable browser automations as code. Intuned auto-generates, deploys, and self-heals Playwright browser automations and exposes them as stable API endpoints. Treating browser automations as code and durable endpoints turns brittle scraping/RPA into verifiable artifacts you can orchestrate and monitor alongside agent workflows (Principles 07 & 03).

MetaMask Launches AI Agent Wallet With Built-In Security Controls. MetaMask ships an agent wallet that lets AI agents transact on-chain while enforcing mandatory security checks and user-controlled spending rules. When agents act with funds or privileges, you need agent-native gates, policy enforcement, and immutable audit trails—plan wallet and spending controls into your outcome contract (Principles 15 & 14).