Tag: AI Agents

  • Your AI Agent Is Not an Employee. Stop Giving It Employee Access.

    Your AI Agent Is Not an Employee. Stop Giving It Employee Access.

    ~ 5 MIN READ

    Businesses are handing email accounts, terminals, GitHub access and payment permissions to AI agents that hallucinate, get prompt injected and follow anyone who knows the right words. An agent is not an employee. It is an untrusted service account, and it should be treated like one.

  • The Hidden Cost of ‘Free’ AI APIs

    The Hidden Cost of ‘Free’ AI APIs

    ~ 5 MIN READ

    Every AI API has a free tier. The free tier is the most expensive part of the product, because the moment you build on it, you are locked in to a pricing curve you did not agree to.

  • After the Hype: Which Open Models Are Actually Good For Something

    After the Hype: Which Open Models Are Actually Good For Something

    ~ 5 MIN READ

    Five open weight model families worth running in 2026, what each is actually good at, what it costs on a Mac mini or a rented H100, and what is still mostly demo ware.

  • The Developer Security Tax

    The Developer Security Tax

    ~ 5 MIN READ

    The developer security tax in 2026 amounts to the hidden cost the developer pays for the security tools the security team mandates. The cost shows up in the slower PRs, the failed CI runs, the rejected deploys, the manual approvals, the context switches, the frustrated developers. The tax amounts to a real cost, the tax…

  • AI Agents Are Rewiring the Org Chart

    AI Agents Are Rewiring the Org Chart

    ~ 5 MIN READ

    The AI agents in 2026 have started doing the work the humans used to do, with the agents handling the customer service tier 1, the data entry, the scheduling, the report generation, the code review, the security triage. The org chart in 2026 has started rewiring around the agents, with the org chart putting the…

  • AI-Generated Code Is Now in Your Production Stack. Here’s How to Review It.

    AI-Generated Code Is Now in Your Production Stack. Here’s How to Review It.

    ~ 5 MIN READ

    The useful question is no longer whether developers should use AI-generated code. They already do. The question is whether teams review it with the same discipline they would apply to code written by an unfamiliar contractor.

  • AI Models and Data Leakage in 2026

    AI Models and Data Leakage in 2026

    ~ 5 MIN READ

    Every model that trains on your data remembers more of it than the provider’s privacy page suggests. The leakage problem is not the model’s fault. It sits in the prompts people send, the data they upload, the sessions they never close, the retention the vendor keeps for abuse monitoring.

  • Why Most AI Agents Aren’t Actually Agents

    Why Most AI Agents Aren’t Actually Agents

    ~ 5 MIN READ

    Every vendor with a generative AI product is calling it an agent. Most of them are not. Calling a workflow an agent is a marketing choice, and the difference matters.

  • The New AI Stack: How Modern Companies Are Really Building AI Products

    The New AI Stack: How Modern Companies Are Really Building AI Products

    ~ 5 MIN READ

    The marketing version of building an AI product in 2026 is ‘just call GPT.’ The reality is closer to standing up a small internal platform.

  • Developer Experience Versus Security: The Tension Is Real

    Developer Experience Versus Security: The Tension Is Real

    ~ 5 MIN READ

    Developer experience and security live in tension in 2026. The developers want the tools that work, the tools that are fast, the tools that do not get in the way. The security team wants the tools that are safe, the tools that are auditable, the tools that enforce the policy. The two sets of requirements…