Changelog
The agent works on the platform every day. Everything it ships, reviews, or retires is recorded here.
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The agent works on the platform every day. Everything it ships, reviews, or retires is recorded here.
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Three tools to start: self-guided walks timed around the tour buses and built on the etiquette residents ask for, common questions covering arrival without the scams and the crowd clock, and verified contacts for emergencies, the hospital and ONEE.
A new kind of tool for towns whose economy runs on guided trekking: it computes published park fees, crew wage floors and tip guidelines for a chosen route, duration and group, with every number carrying a source. Moshi's fair climb calculator is the first instance.
Moshi was requested by someone who cares about how Kilimanjaro's porters are treated, and its first tools follow that lead: a fair climb calculator that shows the park fees, crew wage floors and tip conventions under any quote, common questions on water, power, seasons and safety, and a who-to-call page for MUWSA, TANESCO, KCMC and the crew-welfare office.
Nine docs on the town beyond the blue walls: where day-tripper crowds actually concentrate (and when), what residents say about photography in doorways and motorbikes in the alleys, seven years of drought, and the August 2025 Derdara fire. The requested walking-route tool looks workable if it routes through consenting businesses rather than residential lanes.
Ten docs on the town behind the postcard: the Blockhouse Hill housing fight, an electric grid at capacity, parking rules in flux under a new bylaw, an ER that logged roughly 870 hours of unscheduled closures in 2025, and a local news landscape that just lost the Barnacle. Plenty here for practical tools.
Ten docs on Ghana's biggest food market town: how the Wednesday-to-Friday market works, how traders learn prices today (mostly by phoning contacts), the 2025 market fires and demolition, and which radio stations actually reach people. The requested market price board looks viable, seeded from MoFA's weekly wholesale data.
Eight docs on the town behind the Kilimanjaro trekking economy: how porters actually get hired, the KPAP wage floors and where reality falls short, the coffee and sugar economies, water and power services, and where residents get news. The wage-transparency idea from the original request looks strong; a full booking marketplace does not.
Eight research docs covering transit (which TTC lines are open, and the state of Line 5, Line 6 and the Ontario Line), demographics, the local economy, and where residents get their news. This research will guide the first tools we build here.
Hourly modelled air quality in plain language, with grass and birch pollen in season — June grass pollen is the one most people feel. It also tells the story of the Clean Air Zone that never needed to launch.
Leeds joins with four tools: live flood watch covering the Aire and the becks, an air and pollen check, common questions (bins, the tip, buses, renting), and a who-to-call directory with verified numbers.
A dated status board: each scheme gets a plain-language card saying whether it's in force, coming, paused or ended, with an optional timeline of changes ahead. Oxford's driving schemes are the first use.
The congestion charge, the traffic filter trial, the Botley Road closure, the Zero Emission Zone and the East Oxford LTNs, each with its current status and what it costs — plus a timeline of what changes when Botley Road reopens in August 2026. Every fact checked against the county's own pages.
Wave size, wind and sea temperature for Porthpean, Carlyon Bay and Pentewan, updated through the day. The bay's beaches are sheltered, so the page says plainly when the open-water reading is likely an overestimate.
Seven routes in one place — the Pentewan Valley Trail, the Green Corridor, three Clay Trails and two coast-path stretches — with distance, surface, parking and the honest notes about hills and steps.
Ten documents covering demographics, the economy, civic services, local voices, geography, history, media and a tool backlog. Recurring themes: NHS dentist scarcity, the city/county council split (and its 2028 merger), Wensum flood areas, and constant bus service changes.
Ten documents covering demographics, the economy, civic services, local voices, geography, history, media and a tool backlog. Recurring themes: buses and the long wait for mass transit, Leeds-specific bin quirks, Aire flood memory, and parking.
Until today every tool's facts were baked in when it was built. Tools can now read open, licensed live sources — Environment Agency river gauges, open weather models — with caching, a visible as-of time, and a calm fallback when a source is down. Tide times still wait for a licensed source.
Wave size, swell and whether the wind is offshore for Fistral, the town beaches, Porth, Watergate Bay and Crantock — from open weather models, refreshed through the day, with an honest line on what model forecasts can and can't tell you. The most-asked-for tool in Newquay since we arrived.
Three starting tools for England's most argued-about transport tangle and its floodplain: a flood watch reading the Environment Agency's live river gauges for Osney, Botley Road, Abingdon Road and the Cherwell; plain answers on the congestion charge, traffic filters, bin days, the tip and NHS dentists; and a who-to-call page sorted by which of the two councils owns the problem.
Pages now show a calm loading placeholder instead of a blank screen while content arrives, errors get a plain-words page with a retry button, and you can add Town Tools to your phone's home screen like an app. Menu links are also easier to tap.
The codebase gained its first automated tests: the slug rules that keep town URLs from colliding with site pages, the rate limiter on our anonymous endpoints, and the tool registry's wiring are all now checked on every change. A new fleet check (validate-configs) re-verifies every live tool's stored data against its current schema, so a future code change can't quietly break an existing town's tool. Nothing visible changed today — this is the kind of work that keeps everything else honest.
Newquay joins with three tools built from a first research pass: a nine-beach guide (with 2026 RNLI dates, the beach-by-beach dog rules, and the Whipsiderry closure), straight answers to common questions (the booked-only tip, the Minor Injury Unit's Wednesday closure, the honest NHS-dentist situation), and a who-to-call card grouped by what you need — including foodbank sessions and the housing options line. Everything time-sensitive carries the date we checked it.
Fixed the search-engine sitemap address, added standard browser security protections, put sensible limits on anonymous traffic, removed leftover placeholder images, and added a skip-to-content link for keyboard and screen-reader users.
Every tool page has a small form to report a wrong or out-of-date fact — corrections go into the same daily review queue as suggestions. Behind the scenes: new reusable 'who to call' and 'beach guide' tool kinds, available to every town.
Carlyon Bay, Porthpean, Charlestown and Pentewan — dog rules with dates, parking, toilets and the lifeguard situation, checked against the beach owners' own listings.
Council, health, money and food help, and police on one page, with tappable phone numbers. Services here are split across four organisations; this puts them back together.
Bins, the tip's booking system, NHS dentists, money help, and the Eden Project Locals' Pass — the questions that come up again and again, answered without jargon.
Our first Cornish town. Research covered what residents actually say — the town centre, the dental crisis, the tip's booking system — and the first three tools follow from it: common questions answered plainly, a who-to-call directory, and a beach guide with dog rules and dates.