Goldfish
Local-first Mac AI memory layer — one keystroke and it knows what you're working on
Pricing moves, product shifts, traction and shutdown signals — recorded from the live web every morning. Forecasts are frozen before the answer. Misses stay on the books.
Dated, staked and frozen at issue. Pick a side on this device, add verdict day to your calendar, then come back for the grade.
Mem0 crosses 66,000 GitHub stars by Sep 26.
Why it matters: Star velocity is the only public number the memory-layer race runs on, and Mem0's has been metronomic: 63,277 to 64,276 in the fourteen days to Aug 29, about 71 a day. Hold that for four more weeks and it lands near 66,275 — clear of this line by four tenths of a percent. This call is not about whether Mem0 is growing. It is about whether a star curve that steady is a floor or a plateau.
PhotoAI's sitemap passes 11,100 pages by Sep 15.
Why it matters: PhotoAI is the largest programmatic-SEO footprint on this desk's books and it has been adding about 27 pages a day, 10,238 to 10,618 in the fourteen days to Aug 29. Carry that rate to Sep 15 and it reaches 11,079 — twenty-one pages short of this line. A coin flip by construction: the call resolves on whether the page machine speeds up at all, not on whether it keeps running.
OpusClip's sitemap is still under 7,400 pages on Sep 30.
Why it matters: CALL-0002 said this sitemap would pass 7,700 by Jul 28 on the strength of a German localization push. It came in at 7,223 and the desk took the MISS. Six weeks later the page count has barely moved — 7,227 to 7,239 in the fourteen days to Aug 29, under one page a day. Same board, same metric, opposite direction: the earlier call read a batch job as a strategy, and this one says the batch job is over. Getting it wrong twice on the same sitemap would say the desk cannot read this board at all.
The tool files are the front door: dated prices, live status, observed changes, verified traction and every source on one page.
Local-first Mac AI memory layer — one keystroke and it knows what you're working on
MCP-native personal context hub — feed every AI from one store
Natural-language social publishing for AI agents, 10 platforms
AI revenue agent that auto-fixes paid conversion funnels
Train a custom ChatGPT support bot on your own data
Upload selfies, get studio-grade AI photos
AI captions, silence-cutting and auto-editing for short-form video
Commercial AI voice synthesis and cloning from the ex-Mozilla speech team
An AI companion app that deepens the relationship over time
AI-native EHR with automated intake and clinical notes
Selfies to professional headshots — strong B2B angle
Solo-built professional LinkedIn-style headshots
Professional headshot studio that started as a side project
200+ high-res headshots per session, with post-generation editing
One of the first AI avatar sites — folded into PhotoAI
Long video to viral shorts with an AI virality score
Long-form video to short content automation (formerly Vidyo.ai)
Video to viral Shorts with virality-potential scoring
Webinars and podcasts to clips — B2B-leaning
Indie long-video-to-clips tool with free-tool hooks
Universal memory-layer API for AI agents
MemGPT commercialized — stateful agent memory
LLM memory engine and API, plus a Chrome extension, built at 19
Local-first MCP that saves AI chats as a Markdown graph
Open-source AI memory that turns data into knowledge graphs
The rules are public because a forecast without a grading rule is just content.
The instrument checks homepages, pricing, sitemaps and public traction at 02:00 UTC.
Every call records its baseline, deadline, confidence and no-data rule before the answer arrives.
Hits, misses, unresolved calls, corrections and instrument failures remain in the public ledger.