Latest posts
Every post, newest first — 617 in total.
How to Evaluate Prompts (Before They Break in Production)
How to evaluate prompts: test every version against a golden dataset, score it with a task-fit metric, then version so bad changes roll back fast.
Oct 5, 2026 · 8 min read
LLM Output Scoring: Four Methods and When Each Breaks
LLM output scoring: exact match, rubric, LLM-as-judge, and embedding similarity. What each method measures, and where each one quietly breaks.
Oct 5, 2026 · 5 min read
Prompt Regression Testing: Catch the Change That Broke It
Prompt regression testing runs your golden dataset through the old and new prompt version, then blocks the ship if scores cross a threshold you set.
Oct 5, 2026 · 5 min read
Prompt Versioning: Treat Your Prompts Like Code
Prompt versioning means giving every meaningful change a version number, a changelog line, and an owner — the same discipline you already apply to code.
Oct 5, 2026 · 5 min read
The Metrics That Tell You a Prompt Is Actually Working
Prompt evaluation metrics depend on the task — accuracy or F1 for classification, hallucination rate for generation, cost per 1K evals, and p50/p95 latency.
Oct 5, 2026 · 5 min read
How to Design a Pricing Page That Converts
Pricing page design that converts does three jobs — fast tier comparison, honest value anchoring, and less friction — not clever copy or a trendy layout.
Oct 4, 2026 · 7 min read
Pricing Page Best Practices That Actually Move Conversion
The pricing page best practices worth keeping reduce comparison effort and add honest clarity — a marked tier, a real anchor, and a CTA stating next steps.
Oct 4, 2026 · 5 min read
Price Anchoring: How Tier Framing Guides the Choice
Price anchoring works because the first reference point a visitor sees shapes how they judge every price after it — used honestly, with a real higher tier.
Oct 4, 2026 · 5 min read
How Many Pricing Tiers Should You Have?
How many pricing tiers should you offer? Three is the strongest default — enough for comparison and an anchor without the decision fatigue of more options.
Oct 4, 2026 · 5 min read
SaaS Pricing Pages: The Patterns the Good Ones Share
A strong SaaS pricing page gets the monthly/annual toggle, usage limits, enterprise tier, and trial-to-paid transition right, not the general layout rules.
Oct 4, 2026 · 5 min read
How to Audit Your Content Back Catalog (and Find the Pieces Worth Saving)
A channel audit sorts your back catalog into three honest buckets — refresh, leave alone, or retire — using real view and traffic data, not guesswork.
Oct 3, 2026 · 6 min read
Which Old Videos to Refresh, Update, or Leave Alone
Refresh old content when it still pulls search traffic but has one fixable problem — leave high performers alone, and retire what has no realistic upside.
Oct 3, 2026 · 6 min read
How to Find Your Underperforming Content (and Why It's Dragging You Down)
Underperforming content falls short of what its age and effort should earn — find it by comparing pieces against each other, then fix or retire it.
Oct 3, 2026 · 6 min read
Back-Catalog Optimization: Turning Old Content Into New Traffic
Back catalog optimization means fixing already-published content that's close to working, not rewriting it — the audience-finding work is already done.
Oct 3, 2026 · 5 min read
Content Audit Checklist: What to Measure Before You Touch a Thing
A real content audit checklist measures views trend, retention, search-vs-suggested traffic, and fix effort — a rubric to guide judgment, not a guarantee.
Oct 3, 2026 · 6 min read
Gemini 4 Argon: AI That Works Longer Than You Can Watch
Gemini 4 Argon raises Google's output limit to 1M tokens for long agent work. What changed, who can use it, the real price, and what to put in place first.
Oct 2, 2026 · 8 min read
Gemini 4 Argon's 1M-Token Output: What Agents Can Do Now
The Gemini 4 Argon 1 million-token output limit lets an agent finish bigger jobs in one run. What it changes, what a full run costs, and which limits to set.
Oct 2, 2026 · 6 min read
Gemini 4 Argon vs Claude Sonnet 5.5: What $2 Really Buys
Gemini 4 Argon vs Claude Sonnet 5.5: both list at $2/$10, but Argon's price is introductory. Compare cost per accepted result, not price per token.
Oct 2, 2026 · 6 min read
Gemini 4 Argon Cybersecurity: Why Google Restricted Access
Gemini 4 Argon cybersecurity access starts with vetted Fairwind defenders. Why Google restricted it, what the guardrails do, and the access pattern to copy.
Oct 2, 2026 · 6 min read
Long-Horizon AI Agents: 7 Design Rules for Hours-Long Work
Long-horizon AI agents fail more as their steps compound. Seven design rules, from a tight finish line and checkpoints to budgets, identity and full logs.
Oct 2, 2026 · 6 min read
AI for Sales Reps: Where It Helps and Where to Close It Yourself
AI for sales reps means using it to research, draft outreach, and prep for calls — never to replace the relationship or the close.
Oct 2, 2026 · 6 min read
The AI Sales Skills Worth Building First
The five AI sales skills worth building first are prospect research, outreach drafts, call prep, follow-ups, and CRM notes — each with a human check.
Oct 2, 2026 · 5 min read
How to Use AI for Sales Prospecting and Research (Without the Creepy Cold Open)
AI sales prospecting works when you use it to gather and organize real information, not invent personal-sounding details that make outreach feel fake.
Oct 2, 2026 · 5 min read
Using AI to Prep for Sales Calls and Handle Objections
AI sales call prep turns twenty minutes of scrambling into a five-minute brief — likely questions, objections, and an agenda — before you run the call.
Oct 2, 2026 · 5 min read