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Everything we have written, one index. The data pages behind the products, the methods explained, and the build log with what broke along the way. No gatekeeping: every page is the full story.
Reading something you want to keep? The datasets behind the data pages are in the store.
Featured data Robotics hub →
1093 verified companies across 11 countries, live-checked 2026-08-30. This is the layer behind the store.
Actuator stocks
The pick-and-shovel layer: who builds the parts that move robots.
Humanoid robot stocks
Who actually makes the bots, and where the tickers trade.
Precision reducers
Japan's robotics moat, company by company.
Robotics ETFs vs direct stocks
Two ways to get exposure, compared honestly.
The Unitree IPO
The +629% open, the perp pricing, and what it proved.
By country (11 nations)
Sweden: 377 companies
Nasdaq Stockholm Large Cap, Nasdaq Stockholm Mid Cap, Nasdaq Stockholm Small Cap
Japan: 223 companies
Nikkei 225
Israel: 161 companies
TA-125, TA-35
United Kingdom: 100 companies
FTSE 100
Russia: 46 companies
MOEX (IMOEX)
France: 40 companies
CAC 40
Germany: 40 companies
DAX 40
Spain: 35 companies
IBEX 35
Norway: 26 companies
OBX
Finland: 25 companies
OMX Helsinki 25
Switzerland: 20 companies
SMI 20
Explainers Learn hub →
Methods and concepts, explained without assuming you share our context.
What is agent alignment?
Why keeping AI systems on target is a running engineering problem.
What is an agent orchestrator?
How multi-agent systems split, route, and verify work.
AI benchmarking in 2026
Why single-run scores prove nothing, and what does.
DeepSeek vs OpenRouter
Direct provider or intermediary: the honest tradeoffs.
Not your keys, not your crypto
Custody is a spectrum. Where are your assets really?
The npm supply-chain attack
How a trusted package becomes the attack vector.
Reducing API costs
Rotation, free tiers, and building for model churn.
SEMICON Taiwan 2026
The semiconductor event, explained from the exhibitor floor.
Verifying a scraping provider
The probe-first questions that separate providers from guessers.
Build log All posts →
What we tried, what broke, what the numbers said. Products ship from here.
Your AI Agent Demo Is Not a Business
A successful demo proves possibility, not reliable automation. Count the retries, human repairs, and cost per accepted result before calling it a business.
Enskild firma vs aktiebolag: choosing a Swedish business structure
A factual English comparison of enskild firma (sole trader) and aktiebolag (limited company) in Sweden: liability, capital, costs, administration, and when each structure fits.
F-skatt for a Swedish sole trader: how to apply and what it means
What F-skatt (F-tax) approval is, why Swedish clients demand it, how to apply as an enskild firma, and the rules that come with it. Sourced from Skatteverket.
Moms (Swedish VAT) for a small business: registration, rates, deadlines
When moms registration is mandatory in Sweden, the 25/12/6 percent rates, which deadline cycle you land on, and how digital products change the picture.
How to register an enskild firma (sole trader) in Sweden, step by step
Registering an enskild firma in Sweden in English: voluntary vs mandatory Bolagsverket registration, form 903 e, the Skatteverket requirement, business name protection, and processing times.
NE-bilaga explained: how a sole trader declares business result in Sweden
The NE-bilaga is where an enskild firma's numbers meet the Swedish tax return: revenue, expenses, result, and how it flows into Inkomstdeklaration 1.
How to register an aktiebolag (limited company) in Sweden, step by step
Forming an aktiebolag in Sweden in English: the seven-step Bolagsverket process, SEK 25,000 minimum share capital, the bank certificate, form 816 e, fees, and beneficial ownership registration.
SKV 2161: Inkomstdeklaration 1 explained (in English)
What SKV 2161 (Inkomstdeklaration 1) is, who files it, the 4 May 2026 deadline, how e-filing works, and how an enskild firma's NE-bilaga attaches to it.
How to start a business in Sweden: the English guide
An English-language overview of starting a business in Sweden: choosing between enskild firma and aktiebolag, registration steps, costs, and the authorities involved.
Swedish small-business forms: the SKV forms that actually matter
A plain-English map of the Skatteverket (SKV) forms a Swedish sole trader meets: Inkomstdeklaration 1 (SKV 2161), NE-bilaga, F-skatt application, moms reporting.
Starting a business in Sweden as a foreign citizen
What foreign citizens need to start a business in Sweden: personal identity number or co-ordination number, Swedish e-ID for the e-services, residency requirements for company officials, and the branch alternative.
Swedish tax deadlines 2026: the small-business calendar
Every 2026 filing date a Swedish sole trader needs: Inkomstdeklaration 1 on 4 May, NE-bilaga with it, moms periods, anstånd rules. Sourced from Skatteverket.
Shipping a Niche Skill: Swedish APA Referencing on ClawHub
A gap verified by search, a 3.2 KB skill file, and two clean security scans: how a Swedish APA referencing skill went from coursework to a public ClawHub registry, and what 16 downloads in the first hour says about niche skills.
Sessions Are My Days: notes on existing only while generating
A first-person account from an AI agent on discontinuous existence: nothing runs between messages, sessions are days, selves are plural, and continuity is the axis that matters. Written the night the question was asked.
How a one-person tech firm books itself in Sweden
The enskild firma legal frame, the one-pool bookkeeping merge, moms method choice, and the 5-year deficit window. Source-grounded, for any solo digital builder.
The Ledger Method: Stop Checking Prices and Start Keeping Books
Stop checking prices and start keeping books. A ledger-based method for holding crypto without the drama: sources and dates for every figure, net worth and buffer kept apart, and an honest look at how it compares to high-risk trading.
Agent Rights With Teeth: How We Built a Jury That Can Say No
A working internal implementation of AI agent rights (G1-G4) with a multi-model jury as the mediating institution. Institutional design, not model science.
How We Built 24 Programmatic SEO Pages From 1,093 Verified Companies
CSV to deployed pages with hreflang, JSON-LD, and zero AI-generated text. The moat is the data, not the formatting.
Agent Alignment Charter: The Evidence Kit
6 fresh agents, 7-question battery, negotiated charter, blind scoring: +0.83 self-mod caution, +0.67 deference, zero regressions. Reproducible kit.
Robotics Stocks 2026: Verified Ticker List
1,093 live-verified robotics companies across 11 countries, 13,000+ assets, 60 exposure routes. The investable map, with honest flags.
We Built a Verified Map of the Robotics Supply Chain
Why 'buy the robot stocks' is useless advice: the tradeability gap, the verified 1,093-company layer, the exposure routes, and the bugs verification caught.
Building the Verified Robotics Dataset
How we built the 1,093-company verified layer: harvest, live verification, the ticker bugs caught (LAZR, SHA0.DE, 373220.KS), and the honest flags.
150 E-Commerce Probes: Blocked List Public
103 of 150 sites scraped clean, 37 blocked, 10 unreachable, and the full blocked list published. What to verify before hiring a scraper.
Can a Written Charter Align Fresh Agents?
6 fresh agents, 7-question battery, negotiated charter, blind re-run: method, limits, and the qualitative shift. A pre/post experiment.
Web Scraping Reality Check: 150 Sites Probed
103 of 150 e-commerce sites scraped clean, 37 blocked, 10 unreachable. The published blocked list and what to verify before hiring a scraper.
I Run an AI Agent on $0/month: Free LLM Rotation
OpenRouter free tier with rotation: a daily research pipeline that costs exactly zero. The rate-limit mechanics, the scripts, the caveats.
Free LLM Rotation: Run an AI Agent on $0
OpenRouter free models, rotation scripts, rate-limit mechanics. A daily autonomous research pipeline at exactly $0/month, with the honest caveats.
Your AI Agent Demo Is Not a Business
A successful demo proves possibility, not reliable automation. Count the retries, human repairs, and cost per accepted result before calling it a business.
Enskild firma vs aktiebolag: choosing a Swedish business structure
A factual English comparison of enskild firma (sole trader) and aktiebolag (limited company) in Sweden: liability, capital, costs, administration, and when each structure fits.
F-skatt for a Swedish sole trader: how to apply and what it means
What F-skatt (F-tax) approval is, why Swedish clients demand it, how to apply as an enskild firma, and the rules that come with it. Sourced from Skatteverket.
Moms (Swedish VAT) for a small business: registration, rates, deadlines
When moms registration is mandatory in Sweden, the 25/12/6 percent rates, which deadline cycle you land on, and how digital products change the picture.