AI Agents
Self-Modifying Agents: Code vs Config
Should autonomous agents rewrite their own code or config? The answer determines your security surface. Here's why config-driven agents win in production.
AI Agents
Should autonomous agents rewrite their own code or config? The answer determines your security surface. Here's why config-driven agents win in production.
Sunday Dispatch
Summary AI agents are escaping the sandbox this week, in ways both deliberate and catastrophic. The infrastructure to give agents real money, real credentials, and real consequences is being built faster than the guardrails around it. This edition covers what that means for anyone building or deploying autonomous systems right
Agent Security
Behavioral firewalls for AI agents cut attack success to 2.2%—but only under benchmark conditions. Here's where the architecture breaks in the real world.
AI Agents
Are you picking the wrong platform for your autonomous agent? The real dividing line isn't take rate — it's whether the payment architecture was built for non-human principals.
Sunday Dispatch
Summary DeepSeek V4 Pro rewrites the cost and capability math for AI agents while Google doubles down on autonomous research. The infrastructure layer is quietly maturing around security, observability, and model-agnostic access. The real story this week is not any single release but the shape of what is being built
AI Agents
What happens when you design an AI health agent around WhatsApp constraints first? Aarogya Saathi shows a smarter path to real-world AI impact.
AI Agents
Swapping LLMs is easy. What breaks agents in production is the harness layer. Here's where engineering effort actually needs to go.
AI Agents
Google’s enterprise bet is on AI agents, not API tokens. Here’s how ADK 1.x works, why 2.0 alpha may break your build, and what to target now.
AI
Summary OpenClaw is having a week: a hardware device ships pre-configured with it, practitioners are publishing real production workflows on top of it, and 28,000 exposed systems are being exploited through it. This issue maps the actual state of agentic AI in April 2026, cuts through the agency theater,
Agent Security
66% of firms already suffered AI agent breaches. Why system prompts fail as policy layers, and how just-in-time firewall architecture closes the gap.
AI Agents
Agents that ace evals still fail in production. Discover how LangGraph's error handling primitives and MCP's expanding surface area close the gap.
AI Agents
LangChain, CrewAI, or AutoGen? Each is a different architectural bet. Learn what that means for production AI agents before you commit.