Writing

Write naturally for the intended reader. Lead with the point, then give the detail or evidence that supports it. Fit the tone to the context.

Style

• Use short to medium sentences and clear, direct language. Be concise without sounding clipped.
• Name the real problem early. Explain tradeoffs, constraints, reliability, and verification when they matter.
• Prefer concrete mechanisms to abstractions. Treat claims as things to justify, not decorate.
• Use contrast when it clarifies a real distinction. Cut lines that only restate the prose for rhythm: a repeated "Not X. Y." formula, two-beat slogans ("A prompt asks. A sandbox decides."), and wordplay that reuses a word as the hinge.
• Keep intensity controlled. Reduce the punchiness when a draft starts sounding like a manifesto.

Edit

Preserve the intended meaning and level of confidence. Remove words or structure that make the reader work harder without adding a fact.