Bulk Content Engine: How Context and RAG Tags Make the Orchestrator Smarter
My Bulk Content Engine now pauses and resumes at any point, because the orchestrator maintains its own context — plus RAG tags per task.
Redaktion
Blog
boostN app blog: hands-on articles on AI workflows, product updates and app insights.
-
- ki-werkzeuge Coding-CLI
Finally solved: two hours of testing to get the headless Antigravity CLI right
With agy headless, --model is silently ignored if it comes after -p. The undocumented fix: --model must come before -p.
Redaktion -
Saving Tokens with Claude: 6 Principles That Make Experts Twice as Fast
How I turned my CLAUDE.md from a style guide into a token budget — 6 principles for lower cost, less waiting, and more honest reporting.
Redaktion -
Why AI Models Find Different Code Problems
Three frontier models, the same 1000-line script, three different finding lists — and why that very spread makes multi-orchestration strong.
Redaktion -
Working with AI: one word, two actions — and an hour of debugging
One word, two meanings: I blocked a Git commit, the AI heard deploy. Why a shared vocabulary decides everything when you work with AI.
Redaktion - arbeiten-mit-ki Workflows
Keeping an AI Knowledge Base Current With RAG: How My AI Stays Up to Date
How I keep an AI knowledge base current with RAG — searchable, maintained by a keyword and re-indexed on its own at night, instead of going stale.
Redaktion -
Multi-AI Orchestration Without API Costs: Why Your Existing Subscription Is Enough
Headless agents on your own machine, fed by the subscription you already pay for instead of an API bill — how boostN orchestrates many models.
Redaktion - ki-werkzeuge Coding-CLI
From a Question at the Mac to My Own Voice-Input Tool for AI Work
How 'surely there's a key to just speak?' turned, step by step, into my own tool for voice input while working with Claude. An origin story.
Redaktion - web-development Performance
The Editor Won't Save — And the Limit Is on the Read Side, Not the Write
A growing JSONB blob froze our editor. The suspect was harmless, the real cause counterintuitive: reading failed, not saving. A debugging detective story.
Redaktion -
One Plan Area per Project — With File Attachments the AI Can Read Too
Plans as rich text, files dropped in by drag & drop, and the AI agent reads both. How the new plan area in boostN bundles your project context.
Redaktion - web-development Performance
Reducing Supabase Egress: How We Found the Root Cause After Two DB Moves
Every tiny edit pushed hundreds of kilobytes through the wire. After two full database moves, we finally treated the architecture instead of the symptoms.
Redaktion - ki-modelle Claude
Three Days with Claude Fable 5 — and Why Opus Stays My Daily Driver
Fable 5 fixed a bug in one shot that Opus failed at twice. I'm still not switching. My honest impressions from the trenches after three days.
Redaktion -
AI Workflows by Keyword: How We Make Recurring Routines Enforceable
A typed keyword triggers a fixed AI routine — and every single step must be committed before the next one appears. Why that's the actual trick.
Redaktion -
Controllable Remote Coding Sessions: One Level Above the IDE
The session URL had suddenly vanished from the terminal. How we found it again via a server endpoint — and why it enables working above the IDE.
Redaktion -
Optimizing the Token Budget: How a Server-Side HTML Strip Saves 98 %
Raw HTML mockups burn tokens before the AI even understands them. A strip step on the server cut one file from 26,900 to 650 tokens.
Redaktion -
When whisper.cpp Swallows the Start of a Sentence — and the Glossary Is to Blame
Our speech recognition kept chopping off half the sentence up front. The culprit wasn't the mic — it was the keyword glossary itself. Proven by an A/B test.
Redaktion -
Effort level and deep thinking: two independent axes for AI tasks
Effort scales breadth, deep thinking scales depth. When each setting makes sense — with three clear examples and one rule of thumb.
Redaktion -
Headless without an API bill — how do you reach the best AI models for automation in 2026?
Provider comparison mid-2026: who has a headless mode, whose subscription still covers it — and why BYOK is the most stable foundation.
Redaktion -
Better speech recognition in boostN-CLI: Audio normalization + a flexible Whisper model
Why dictated text got swallowed, how SoX normalization and a model switcher fixed it — and what is actually happening under the hood.
Redaktion -
How we made Speech-to-Text noticeably better with 90 data points and two prompts
How we tuned Whisper-small with 90 data points, two AI prompts and a personalised keyword glossary — copy-paste templates included.
Redaktion -
98.64 % uptime? It felt like I was blocked 44 % of the time.
Anthropic's status board shows 98.64 % uptime. The per-day stripes tell a different story — and it's the one that matters for your work.
Redaktion -
Usage-based instead of flat-rate: The AI cost turn was predictable — and here is how to absorb it
AI providers are pushing flat rates toward metered billing. Why it had to happen, what it costs and three levers that soften the shift.
Redaktion -
Prompt Caching in practice: from €280 to €47 per month
Real numbers from a customer setup with Claude Sonnet. What prompt caching delivers, when it pays off — and where the pitfalls are.
Redaktion -
The AI does whatever it wants — and no CLAUDE.md, no memory, no rule on earth will stop it
You write rules, curate memories, build guidelines — and a week later you're going in circles again. Why that is, and what actually helps.
Redaktion -
Claude Code: How to enable Fast Mode for Opus 4.6 — and what it costs
Fast Mode for Opus 4.6 is now extra-usage only. Here's how to enable it — and what it really costs you.
Redaktion -
Opus 4.7 hasn't reached the quality level of 4.6 yet — our recommendations
What we see after several weeks on Opus 4.7 in practice — token appetite, overachieving, and concrete levers to push back.
Redaktion