# demand generation (blogs) — RSS Amplifier

Recent posts from the 1 feeds in the RSS Amplifier directory that cover demand generation.

Page: <https://rssamplifier.com/topics/demand-generation/blogs>  
Feed: <https://rssamplifier.com/topics/demand-generation/blogs.md>

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## [Long-Horizon Prompting](https://muratcankoylan.com/projects/long-horizon-prompting/)

_2026-07-13 · Muratcan Koylan_

A specification method and Agent Skill for launching autonomous runs that span hours, context windows, or parallel workers, with explicit success predicates, non-counting outcomes, evidence requirements, and adversarial review.

## [digitalOS (Personal Brain OS)](https://muratcankoylan.com/projects/digitalos/)

_2026-02-01 · Muratcan Koylan_

A Git-based personal operating system for AI agents: 80+ plain-text files, no database, ~87% fewer tokens per task through progressive disclosure.

## [Ralph Wiggum Copywriter](https://muratcankoylan.com/projects/ralph-wiggum-copywriter/)

_2026-01-15 · Muratcan Koylan_

Claude Code plugin: autonomous multi-agent copywriting loop. Learns your voice, self-critiques, and rewrites until acceptance criteria pass.

## [Gertrude Stein Style Training](https://muratcankoylan.com/projects/gertrude-stein-style-training/)

_2025-12-27 · Muratcan Koylan_

Fine-tuned an 8B model on Gertrude Stein's literary style for about $2 in compute. Built as a book-sft-pipeline skill that composes with four other skills from the Agent Skills repo.

## [Agent Skills for Context Engineering](https://muratcankoylan.com/projects/agent-skills-context-engineering/)

_2025-12-15 · Muratcan Koylan_

Open-source collection of transferable Agent Skills for building production AI agent systems on Claude Code, Cursor, or custom stacks.

## [Multi-Agent Interviewer System for Expert Personas](https://muratcankoylan.com/writing/multi-agent-interviewer-99ravens/)

_2025-12-05 · Muratcan Koylan_

How we use paired interviewer/observer agents to extract tacit expert judgment and turn it into deployable personas.

## [Memory Routing Model](https://muratcankoylan.com/projects/memory-routing/)

_2025-11-25 · Muratcan Koylan_

Fine-tuned an 8B Llama that beat its 104B teacher by about 11% F1 on a memory-routing benchmark, via prompt distillation and RL on Tinker (the teacher still wins on hard multi-label cases).

## [ReadWren](https://muratcankoylan.com/projects/readwren/)

_2025-11-08 · Muratcan Koylan_

An adaptive multi-agent system that extracts your literary DNA through conversation and generates actionable reading profiles.

## [Butterpath](https://muratcankoylan.com/projects/butterpath/)

_2025-11-06 · Muratcan Koylan_

Personalized food tour planner using LangChain DeepAgents, Google Maps API, and Tavily research.

## [Prompt Engineering Experiments](https://muratcankoylan.com/projects/promptengineering/)

_2025-11-06 · Muratcan Koylan_

Experiments across prompt engineering: creative writing with Kimi K2, production prompt architecture, comparing reasoning techniques (ToT, GoT, LoT), structured prompting tests, and a public dataset of 4,643 marketing prompts.

## [One OS for your AI workforce (Sponsored)](https://crawlproof.com/a/7CeWVRioTCh7)

_2025-11-05 · **Sponsored**_

Build, direct, and supervise an AI workforce from a single operating workspace.

## [ActualCode](https://muratcankoylan.com/projects/actualcode/)

_2025-09-30 · Muratcan Koylan_

Multi-agent system that analyzes any GitHub repo and generates a repo-specific coding assessment using Google's A2A protocol. 2nd place, Google Cloud × AI Tinkerers Hackathon.

## [Feed2Context](https://muratcankoylan.com/projects/feed2context/)

_2025-09-15 · Muratcan Koylan_

One-click social post → research report for LinkedIn and X. Capture a post, auto-shape a research query, search with reasoning, get a detailed report.

## [AI Investigator: Automated Research Pipeline](https://muratcankoylan.com/projects/investigator/)

_2024-11-03 · Muratcan Koylan_

Autonomous research agent that scrapes URLs, qualifies enterprise AI case studies, and generates structured reports. Built in a weekend in response to an Arvid Kahl tweet.