If you’re running extraction pipelines, content classification, or document analysis at scale, you’ve probably already felt the pain: standard API…
Browsing: AI agents
Most code review bugs that slip to production weren’t missed because the reviewer was careless — they were missed because…
Most inbound lead processes are embarrassingly manual. A form submission lands in a CRM, someone eventually reads it, writes a…
Most agent workflows fail not because the prompts are bad, but because the structure is wrong. You’ve probably seen both…
Most Claude agents fail not because the model is bad at reasoning, but because they’re working with stale, generic, or…
If you can’t measure whether your agent is getting better, you’re flying blind. Most teams building with LLMs spend weeks…
Every founder building an LLM-powered product hits the same fork in the road: keep paying the API bill to OpenAI…
If you’ve been paying $20–50/month for API calls to run a model that mostly does document summarisation or code completion,…
Most email triage setups I’ve seen fall into one of two failure modes: either someone’s manually sorting everything (not scalable),…
Most developers treat system prompts like a terms-of-service document — throw in a list of “do this, don’t do that”…