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I build software that holds up when the demo ends. Lately that means turning LLM research into shipped product — most visibly a support workflow that went from ~14 days to ~3 days from report to fix deployed, without adding headcount.
I went looking for the next big model drop for the week of Aug 4-10 and found a quiet flagship front — one safety system shipped, no benchmark leaps.
No new flagship — OpenAI tiered GPT-5.6 by price and risk, Neon and Castform shipped a 100x cheaper retriever, and Anthropic put Claude Code on autopilot.
Flagships were quiet Aug 4-10. Open source wasn't — a 30B local agentic model under Apache 2.0, a 2.6B on-device runner, and a wave of agent memory tooling.
| august 17, 2026 | Flagship Models Went Quiet This Week | I went looking for the next big model drop for the week of Aug 4-10 and found … | #ai-models#benchmarks#weekly-roundup |
| august 17, 2026 | This Week in AI Products: Tiering, Cyber Gates, and 100x Cheaper Retrieval | No new flagship — OpenAI tiered GPT-5.6 by price and risk, Neon and Castform s… | #ai-weekly#enterprise-ai#product-launches |
| august 17, 2026 | Open Source Did the Shipping This Week | Flagships were quiet Aug 4-10. Open source wasn't — a 30B local agentic model … | #open-source#ai-weekly#research |
Six years at Axonify — developer to principal — plus a healthcare-frontend stint and a startup I co-founded. The full timeline is on ~/about.
Two modes. Ask anything about how I work, or paste a job description and get a candid fit assessment. No login. No vendor tracking.