AI Coding Tools · Issue Nº 8
Codex stars surge 11,400 in six days while conversation falls to 11
Codex added 11,385 GitHub stars in six days while its weekly conversation mentions fell to 11. Developers are starring without talking.
August 1-26, 2026 (partial month) · Published 2026-08-26
Recent issues
All 9 issues →- Conversation vs. Adoption · Nº 7Chinese models took 12% of AI-model conversation and zero adoption2026-08-26
- Model-layer mindshare · Nº 5DeepSeek ties Anthropic2026-08-22
- PULSE · Nº 4Kimi K3's Two-Week Flash2026-08-22
- The Conversation Gap · Nº 6Anthropic's conversation share fell 22 points while its downloads rose 58%2026-08-22
- Maturity · AI infrastructure · Nº 3The Argument About MCP Is Ending; Its Adoption Is Not2026-07-07
- Retrospective · Security · Nº 2The Toolchain Is the Target Now2026-06-13
On the record
The full ledger →Each issue ends with dated, falsifiable calls. A later issue grades them against the same data. The nearest to their horizon:
- Resolves 2026-09-30 · medium confidenceMCP's combined weekly PyPI and npm downloads will continue to rise net over the next quarter even as conversation flattens.
- Resolves 2026-09-30 · medium confidenceMCP's monthly conversation share of voice on Hacker News and Lobsters will stay at or below its March 2026 peak of 9.0% through Q3 2026.
- Resolves 2026-09-30 · high confidenceDeepSeek's job_mentions_7d will remain at or below 2 through September 30, 2026, even if its conversation share holds above 3%.
The instrument
Methodology →documents collected since January 2026, one row per unique item
sources under continuous watch: communities, registries, security feeds, job boards
tracked entities, from models and coding tools to runtimes and platforms
Annual surveys tell you what last year felt like. Bellwether watches what developers discuss, install, hire for and build with, every day, across every source, and publishes what the lines did. Conversation is not adoption; the gap between them is the story, and every number carries the query that produced it.