What we are learning while deploying Claude, AI employees, and automation in real organisations.
Your self-hosted newsletter lands in spam for fixable reasons: missing DNS records, a cold IP, a stale list. Here is the exact Gmail, Yahoo and Outlook checklist that gets you into the inbox.
Run Formbricks on your own server: the v6 Docker stack, server sizing, SMTP setup, backups, upgrades, and a real cost comparison with Formbricks Cloud and Typeform.
Real prices for putting a voice AI agent on a Kenyan phone line: local carrier termination versus Twilio rates, SIP trunking into Vapi or Retell, and the consent rules under the Data Protection Act.
A practical red teaming plan for banks and insurers deploying LLMs: what to attack, which open source tools to use, how many attempts to run, and what evidence validators expect before sign-off.
Run your own newsletter on listmonk and Amazon SES for under 30 dollars a month at 25,000 subscribers. Full 2026 setup: Docker deploy, SES domain verification, sandbox removal, bounce webhooks, and honest limits.
A complete guide to self-hosting Twenty CRM: Docker setup, server sizing, first-boot migrations, backups, updates, and real monthly running costs on a VPS.
Real numbers on LLM claims triage for insurers: what fine-tuned models score against ground truth, how the human review baseline actually behaves, per-claim API costs, and the governance supervisors expect.
A practical pipeline for fine-tuning an open-weight Llama model on internal bank policy documents inside your own perimeter: dataset building, QLoRA training, GPU costs, evaluation, and vLLM serving.
How to connect the WhatsApp Business API to Chatwoot, what Meta charges per message in Kenya after the October 2026 pricing change, plus messaging limits, verification steps, and when self-hosting beats cloud plans.
How big a server do Chatwoot, Twenty, Cal.com, Plausible, Listmonk and Formbricks actually need? Documented minimums, a worked sizing example, and the full monthly cost.
CBK data shows half of Kenyan lenders already use AI while most SACCOs are still at the awareness stage. A practical guide to the first use cases, costs in shillings, and the governance steps that matter for SACCO boards and managers.
Managed API, VPC isolation or on-premise GPUs: what each private LLM deployment model costs a bank at real volume, what Kenyan and regional regulators require, and how to choose with current pricing from Anthropic, Lambda and Together AI.