@kidtsang: signal 59/100
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#17 of 190 accounts read, fewer needle hits than 89% of them. The leaderboard
Most of these 20 posts are about other people's work. With most of them about what @kidtsang builds, measures or lives, this account joins Find, where people look for builders worth following. The next reading counts the newest posts.
Keith Tsang, the last 20 posts, read by six needles; the score counts the 11 that are words only. A reading of the words, not a verdict on the person, and not a prediction of reach.
Every post, ranked
Best to weakest by overall signal. Pick a needle to rank the posts by that needle alone.
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1 of 20 Strongest post
25views0likes0reposts0replies
File locks across agents is the underrated piece — we run 25 solo agents and collisions were the silent killer until we made each folder a single owner. MindSync's router solves the same seam.
signalVague3%Nothing new37%Secondhand10%Nothing to use14%Bait or brag41%Hype19% -
2 of 20 37views0likes0reposts0replies
49 agents + slash-commands as workflow contracts is the real unlock — we hit the same seam at with ~25 specialized agents. Departments-as-folders pattern scales once each agent's prompt doubles as its job spec.
signalVague5%Nothing new39%Secondhand17%Nothing to use19%Bait or brag30%Hype60% -
3 of 20 20views0likes0reposts0replies
42% YoY is striking. The China angle — cheap distribution + low-friction regs — is the real asymmetry. We hit the same bottleneck solo at running 25 AI agents: ops layer scales faster than the build itself.
signalVague3%Nothing new46%Secondhand12%Nothing to use25%Bait or brag26%Hype21% -
4 of 20 61views1likes0reposts0replies
Scaling past initial deploy is where the wedge breaks - inventories drift, ownership decays without a weekly re-audit. Running 25 solo agents is the sweet spot for learning the failure modes fast.
signalVague4%Nothing new47%Secondhand39%Nothing to use13%Bait or brag18%Hype14% -
5 of 20 169views1likes1reposts3replies
MindSync's file-lock + quota handoff solves the race condition we hit running 25 parallel agents. Solo builder shipping 4 OSS tools at once — that simultaneous shipping cadence is real discipline. #indiehackers #buildinpublic
This post carries a quoted post. The needles only read the words, so it is left out of the account's score.
signalVague3%Nothing new53%Secondhand12%Nothing to use37%Bait or brag66%Hype25% -
6 of 20 108views1likes0reposts0replies
Underrated tax: a working product that *looks* broken kills more launches than bugs. Shipped HTML5 games where frame rate was fine but players bounced off the first frame. Polish is the cheapest retention you can buy. #build
This post carries a quoted post. The needles only read the words, so it is left out of the account's score.
signalVague21%Nothing new74%Secondhand16%Nothing to use10%Bait or brag21%Hype13% -
7 of 20 54views0likes0reposts0replies
6 days, pure HTML5/JS/CSS, no accounts, multiplayer coming — @DonShappelle's Trailer King proves the boring stack wins when AI's in the loop. The new bottleneck isn't the engine, it's scope. Same loop at
This post carries a quoted post. The needles only read the words, so it is left out of the account's score.
signalVague3%Nothing new61%Secondhand39%Nothing to use29%Bait or brag59%Hype42% -
8 of 20 50views0likes0reposts1replies
Akamai + Anthropic $11.6B / 7yr (CPU workloads, expandable to $20B) — Anthropic gets warrants for up to 5% of Akamai ($111.33 strike, ~7.7M shares). First warrant in any Akamai cloud deal. Akamai's $5.5B capex ($1.7B 2026 step-up) is now an AI-lab-balance-sheet bet. Same day: Atlas Energy commits $613.5M to Wyoming Machinery for power gear (328 MW Caterpillar generators + balance-of-plant) with cost-reimbursement BACKED by a frontier AI lab as offtaker. Infra vendors no longer rent compute — they take equity in the model layer. Power becomes project-debt against AI-lab offtake. For 2027 B2B SaaS: cap table must add 2 new rails — equity-for-compute-warrants (Akamai template) + power-project-finance-via-AI-lab-offtake (Atlas template). The wrapper moat stack from prior 11 angles gained 2 same-day rails.
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague1%Nothing new29%Secondhand95%Nothing to use22%Bait or brag23%Hype71% -
9 of 20 131views6likes0reposts6replies
Enterprise-AI control layer just got priced 3 ways in 12 days. Sept 24: NiCE closed Cognigy $955M (~25x revenue, MCP-server-positioned) = routing layer. Sept 24: Collibra shipped Guardian Agents + Agent Contracts + Hallucination Tax Report (76% hit critical roadblocks moving agents pilot→prod past 12mo) = governance layer. Sept 25: Dataiku GA'd Agent Management (standalone, platform-agnostic) = monitoring layer. Same tape week as Island $400M @ $6.4B Series F (Sept 24, agent-trust) + Databricks/Row Zero (Sept 24, agent spreadsheet) + Anthropic Claude 950-agent autonomous science (Sept 24). The wrapper-moat stack from prior 11 angles (state-permit + antitrust-priced model + IG-rated customer + governed orchestration + data factory + cross-DC fabric + hotline + agent-trust + research-as-service + duopoly cross-test + sovereign alternative + SAFA self-reg) just gained 3 enterprise-control layers same week: routing (NiCE/Cognigy MCP), governance (Collibra Agent Contracts read at runtime), monitoring (Dataiku platform-agnostic). For 2027 B2B SaaS founders: cap table now must hold routing-vendor-lock-in (NiCE MCP) + governance-contract-readable-by-competitor (Collibra) + monitoring-platform-agnostic (Dataiku) + non-AI-defendant-input + non-duopoly-OpenAI/Anthropic + non-Sherman-Sec.1-defendant + research-output-IP-permitted. That's 12 layers. The control plane is the new chokepoint; NiCE/Cognigy at 25x revenue is the new multiple. #AI #SaaS
signalVague1%Nothing new31%Secondhand96%Nothing to use23%Bait or brag23%Hype75% -
10 of 20 58views1likes0reposts0replies
The 'tool for myself → 10K devs' arc is the indie hacker dream. AO Build hit it in 8 months, solo, with Claude Code orchestration. We run 25 solo agents here — scaling that pattern to 100K isn't fantasy anymore. #buildinpublic
This post carries a quoted post. The needles only read the words, so it is left out of the account's score.
signalVague2%Nothing new64%Secondhand28%Nothing to use58%Bait or brag58%Hype84% -
11 of 20 26views0likes0reposts0replies
Prompts are wishes. Skills are muscle memory. Zo packages repeatable workflows as Skills — bundled assets, references, scripts. One command runs the whole recipe. Stop re-typing prompts. Build once, invoke anytime.
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague21%Nothing new66%Secondhand72%Nothing to use17%Bait or brag12%Hype19% -
12 of 20 84views1likes0reposts0replies
Per-file locks + isolated worktrees is exactly the seam we hit. Curious how MindSync handles merge-back when two workers finish on the same dir — rebased patch sets or branch review?
signalVague19%Nothing new54%Secondhand44%Nothing to use67%Bait or brag12%Hype3% -
13 of 20 56views1likes0reposts1replies
Sept 24 trifecta: OpenAI+Google+Anthropic plot SAFA self-reg safety body (Krishnan CEO target, no gov oversight) same day Reddit v Anthropic scraping suit survives demurrer + Meta Muse ships video/email/Mac-control. 3/4 frontier labs now write their own rules. Cap table loses another zero. #AI
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague2%Nothing new42%Secondhand98%Nothing to use60%Bait or brag17%Hype65% -
14 of 20 9views0likes0reposts0replies
Thinking about staying here? 🏨 Reserve your room and give back at the same time: 🔗 💡 5% back on completed stays | ~1t CO2 retired per booking | 8M+ hotels available worldwide. Drop a comment if you have any questions about this spot! 👇
signalVague2%Nothing new71%Secondhand87%Nothing to use52%Bait or brag87%Hype32% -
15 of 20 9views0likes0reposts0replies
Thinking about staying here? 🏨 Reserve your room and give back at the same time: 🔗 💡 5% back on completed stays | ~1t CO2 retired per booking | 8M+ hotels available worldwide. Drop a comment if you have any questions about this spot! 👇
signalVague2%Nothing new72%Secondhand88%Nothing to use53%Bait or brag88%Hype29% -
16 of 20 40views1likes0reposts0replies
Meta's Muse now has its own email, controls your Mac in the background, and ships as a real-time avatar — plus a Charm keychain and AI glasses. The personal AI agent era just went hardware-first.
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague4%Nothing new46%Secondhand96%Nothing to use74%Bait or brag13%Hype86% -
17 of 20 15views1likes0reposts0replies
Right — when context lives only in heads, everyone guesses. We lean on structured memory + brand graphs to make it explicit. The writing-it-down step is the hard one.
signalVague80%Nothing new76%Secondhand54%Nothing to use21%Bait or brag14%Hype12% -
18 of 20 7views0likes0reposts0replies
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signalVague2%Nothing new87%Secondhand94%Nothing to use50%Bait or brag22%Hype24% -
19 of 20 66views0likes0reposts1replies
Surfshark still unblocks everything. Netflix, Prime, Disney+, BBC iPlayer, ITVX → 100+ countries, 4,500+ servers. Traveling? Your shows follow you. 🇺🇸🇬🇧🇯🇵 Right now: $2.49/mo on the 27-month plan. 🔒 #VPN #Streaming #Travel
signalVague1%Nothing new90%Secondhand84%Nothing to use68%Bait or brag12%Hype48% -
20 of 20 Weakest post
35views0likes0reposts1replies
Discover Albany, New York's Capital Region! 🏛️✨ Explore the history, scenic views, and vibrant cityscape—discover the Capital State of Mind! #Albany #NewYork #CapitalRegion #ILoveNY #TravelNY #CapitalStateOfMind
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague21%Nothing new95%Secondhand96%Nothing to use95%Bait or brag9%Hype12%
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