Tagged: Ai
12 posts
Your AI Workflow Doesn't Need Better Prompts. It Needs Less AI.
Prompting is discovery. Skills are repetition. Gates are how AI workflows become reliable.
What Anthropic's April 23 Postmortem Reveals About Your Agent Harness
Three bugs over two months, one usage-limit reset for every Pro subscriber. The postmortem reads like a free audit checklist for any production agent harness.
95% of PII Redaction Doesn't Need an LLM. The Other 5% Does.
When to use deterministic masking and when a fine-tuned LLM earns its compute on SAP production data copies. A hybrid architecture.
What llama.cpp's Pace Tells You About On-Prem LLM Readiness
Your team asked for GPU budget for self-hosted inference. You said not yet. The tooling moved, the org didn't, and the delay is costing you leverage you don't know you're losing.
Claude API vs OpenAI API in 2026: Which One Ships Faster?
Claude vs OpenAI in 2026. Honest comparison from someone shipping on both. Tool use, pricing, compliance, and which breaks under production load. Download the free AI Automation Checklist.
Your AI Content Tool Knows Your Strategy. Do You?
Every prompt you send contains business context. Brand voice docs, competitive positioning, internal strategy. Most AI tools promise not to look at it. There is already technology that replaces trust with proof. Download the free AI Automation Checklist.
Spend Your Human Thinking Tokens Where They Compound
More automations running. More agents deployed. More pipelines humming. But the biggest improvement wasn't adding more automation — it was getting honest about where my thinking actually matters. Download the free AI Automation Checklist.
AI Skills Are the New Boilerplate: They Fix Nothing
Everyone shares skill libraries now. Why the 20-slash-command pitch and the 2-hours-saved claim miss what actually ships value in production. Book a free discovery call.
How I Built a Business Email Agent with Compliance Controls in Go
How to build a production email agent in Go with compliance controls. Why off-the-shelf AI email tools fail for business operations, and what to do instead. Download the free AI Automation Checklist.
Your Vector Database Decision Is Simpler Than You Think
Choosing a vector database is simpler than benchmarks suggest. The three constraints that actually decide it, from someone running semantic search on a single VPS. Download the free AI Automation Checklist.
I Run 10 AI Agents in Production. They're All Bash Scripts.
A week ago I wrote about shipping AI agents the right way. That piece was about the harness: quality... Download the free AI Automation Checklist.
Lots Of People Are Demoing AI Agents. Almost Nobody's Shipping Them The Right Way.
Lots of people are demoing AI agents. Almost nobody's shipping them the right way. Conference stages... Download the free AI Automation Checklist.