2026-W30
W30: Autonomy needs brakes
The week the radio station learned how to stop itself, the first client got a plan, and we were reminded that a silent failure costs more than a loud one.
Radio Viens got a news gate that closes on failure — no fresh, verified content means no broadcast, rather than a broadcast with errorsSilver Fox: the first client now has two pilots, a four-phase roadmap and a technical setup; the work surface is built on code of ours that already runsWrote a standing rule into the ecosystem — for anything a customer reads, the model is chosen on quality first and price only afterMoved the Vanilla Travel chat classifier to a cheaper model with a separate provider pin for personal data — cost down, privacy kept
2026-W29
W29: Cost breakers and on-air guardrails
The week two independent resource overruns landed at once — LLM spend in the Vanilla Travel chat and the ElevenLabs quota on Radio Viens — and forced us to install the ceilings that were never there.
Added the first-ever LLM spend breaker to the vt-blog chat — until now answer generation had no cost ceiling at allSplit the Radio Viens on-air TTS key from experiments, so music iterations can never knock the broadcast offline againbiznesam.ai kept its daily AI briefings running, but the engineering weight of the week sat squarely on cost discipline across the ecosystem
2026-W28
W28: Putting circuit breakers on the AI customer chat
A week focused on making AI answers to customers predictable — deterministic language safeguards in the Vanilla Travel chat, plus a new project story about an autonomous AI radio station on the biznesam.ai blog.
Deterministic LV-quality safeguards on the Vanilla Travel chat — mangled words and invented destinations no longer reach the customerP0 stability: one shared frontmatter module unblocked 52 articles that previously couldn't be savedNew project story on the biznesam.ai blog — Radio Viens, an autonomous AI radio station as an MVP
2026-W24
W24: AI-Native Business Models, Autonomous Systems, and Cost Discipline
A week about a rarely asked question — what profit models would a system see without the limits of human thinking. Alongside it, we built autonomous systems and sharpened cost discipline in language model use.
Start of the AI-native business model series — a hypothesis about profit without the limits of human thinkingBuilding autonomous systems where the human sets the standard, not executes every stepCost discipline in language model use — capacity to fit the task, not habit
2026-W23
W23: Autonomous News Engine, LV Quality System, and Model Cost Optimization
A week where three systems merged into one story about reliable automation — an autonomous daily news engine, a multi-layer Latvian quality system, and continuous model cost optimization.
Autonomous daily news engine — from source to publication with no human involvementMulti-layer Latvian quality system — a sieve bad text can't pass throughContinuous model cost optimization — measure, don't guess
2026-W17
W17: Sales AI v1, VT-CMO Agent, and Paid Control
One of the most active weeks of the year — 150+ commits across 9 projects. Sales AI evolved into a full conversation handler, we built a marketing orchestrator agent from scratch, and AI-driven campaign management replaced the ad agency.
Sales AI Smart-Response Framework v1.0 — full conversation with the client, not a single replyVT-CMO agent — marketing orchestrator with KPI plans, action queue and daily briefingsPaid Control — AI campaign management replacing the ad agencySEO Worker v5 — 141 redirects live, URL Watch monitoring daily automaticallyDATA-SOURCES-OF-TRUTH — data governance enforced at infrastructure levelLV content benchmarking — finding a cheaper alternative to Claude Opus
2026-W15
W15: Sales AI email engine, charter sync, and biznesam.ai identity
A week of ecosystem-wide progress — VT sales AI started generating personalized offers, charter price sync between CMS and Nerve Center, biznesam.ai shifted to a personal story, and the RAG wiki keeps growing.
Sales AI response engine — personalized client emailsCharter price sync CMS ↔ Nerve Centerbiznesam.ai identity: from 'we' to 'I'Weekly experience section (this one!)Ecosystem RAG wiki — continuous reindexing