shane logsdon · writing
2026.09.09
Tech Strategy Articles
001
2026.09.09
September 9, 2026
Stack Overflow is back to 2009 question volume, and that's not proof developer community is dying. It's proof Q&A was only ever a function of community, and what's left once AI answers the questions is exactly what DevRel should build for.
002
2026.09.02
September 2, 2026
AI recommendation is a distribution channel that never reports back. I evaluate my DevRel program the same way I evaluate an agentic workflow, checking presence first, then accuracy, and auditing both on a cadence.
003
2026.08.19
August 19, 2026
Neon reached 80% AI-agent-provisioned databases, and Databricks paid a billion dollars for it. The deal shows why DevRel and agent skills shape distribution.
004
2026.08.12
August 12, 2026
AI can write a flawless tutorial, but it cannot fake a dead end. Witnessed practice—real work through uncertainty—is the DevRel format models cannot replicate.
005
2026.08.05
August 5, 2026
AI handles much of developer education. The remaining work—judgment, architecture calls, tradeoffs, and product edges—is what DevRel must own.
006
2026.07.29
July 29, 2026
A re-audit of Stripe, Clerk, and Neon shows the best developer-tool docs now reach five of six AEO layers. That clarifies who owns AI-readable infrastructure.
007
2026.07.22
July 22, 2026
AI coding agents read documentation before developers do. Writing for that first reader changes what you explain, structure, and measure.
008
2026.07.13
July 13, 2026
A founder with a day job and family builds LeadSurface via a Loop & Gate workflow, keeping product strategy human, handing disciplined execution to a pipeline.
009
2026.07.09
July 9, 2026
Durable AI workflows are found through iterative rebuilding, not upfront design. The framework emergence loop turns each failure into the next version's lesson.
010
2026.06.18
June 18, 2026
A broken agentic workflow fails loudly. The wrong one runs cleanly and quietly drifts. How to define correctness and evaluate against it before you ship.
011
2026.05.18
May 18, 2026
AI-assisted builds stall when the specification leaves decisions undefined. The specification boundary is the missing territory you must plan before the model can finish.
012
2026.05.12
May 12, 2026
AEO structures a local business website so AI assistants can extract, cite, and recommend it. Here is what that requires.
013
2026.05.11
May 11, 2026
The reason AI-assisted builds stall isn't the model: design decisions were never made. Here's why writing the spec first changes everything.
014
2026.05.04
May 4, 2026
An LLM context file is a maintained deliverable, not a config toggle. It tells an agent what the project is, what decisions stand, and how to navigate it.
015
2026.04.27
April 27, 2026
The AX shift means designing docs, context files, and specs for agents. UX serves users; DX serves engineers; AX serves the agent as primary reader.
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I write and connect with operators building developer-first products and payment systems. Follow along on LinkedIn. That's where conversations happen.