DEV Community

Amariah Kamau profile picture

Amariah Kamau

Certified Data Engineer (AWS & GCP) and Full Stack Developer with specialized expertise in Agentic Workflows and Scalable Systems.

Joined Joined on  Personal website https://github.com/AmariahAK github website

Pronouns

He/Him

The harness, not the model: how to make a weak or local model reliable enough to ship
abishaiama profile

The harness, not the model: how to make a weak or local model reliable enough to ship

#ai #llm #localagents #agents
1
Comments 4
7 min read

Want to connect with Amariah Kamau?

Create an account to connect with Amariah Kamau. You can also sign in below to proceed if you already have an account.

Create Account
Already have an account? Sign in
I shipped two PRs into Alibaba's qwen-code using only open-weight models. Here's the honest version.
abishaiama profile

I shipped two PRs into Alibaba's qwen-code using only open-weight models. Here's the honest version.

#ai #opensource #openweight #devtools
Comments 3
5 min read
Atlarix vs opencode on Terminal-Bench 2.0 — same model, only the harness changes (k=1, receipts included)
abishaiama profile

Atlarix vs opencode on Terminal-Bench 2.0 — same model, only the harness changes (k=1, receipts included)

#ai #opensource #productivity #devtools
Comments
4 min read
Show dev: I built an AI agent workstation in Nairobi for open-weight and local models
abishaiama profile

Show dev: I built an AI agent workstation in Nairobi for open-weight and local models

#showdev #ai #machinelearning #opensource
2
Comments
3 min read
We Tried to Reduce LLM Context Usage in a Multi-Repo Codebase. The AI Used More Tokens, Not Less. Here's Why That's Correct.
abishaiama profile

We Tried to Reduce LLM Context Usage in a Multi-Repo Codebase. The AI Used More Tokens, Not Less. Here's Why That's Correct.

#ai #programming #productivity #machinelearning
Comments
5 min read
Build an AI Agent That Actually Understands Your Codebase (Without Switching Editors)
abishaiama profile

Build an AI Agent That Actually Understands Your Codebase (Without Switching Editors)

#ai #typescript #devtools #tutorial
Comments
7 min read
How I reduced AI codebase context from 100K to 5K tokens using a graph-based RAG — and why I deleted it
abishaiama profile

How I reduced AI codebase context from 100K to 5K tokens using a graph-based RAG — and why I deleted it

#ai #devtools #buildinpublic #programming
Comments 1
3 min read
What two hackathons taught me about agent architecture — and how it's reshaping Atlarix
abishaiama profile

What two hackathons taught me about agent architecture — and how it's reshaping Atlarix

#ai #agents #devtools #buildinpublic
Comments
2 min read
The Private Sovereign AI Workstation — Why I built Atlarix differently
abishaiama profile

The Private Sovereign AI Workstation — Why I built Atlarix differently

#productivity #ai #devtools #programming
Comments
3 min read
Atlarix v3.7 is live — now Apple Notarized
abishaiama profile

Atlarix v3.7 is live — now Apple Notarized

#buildinpublic #devtools #ai
Comments
1 min read
I Got Tired of Re-Explaining My Codebase to AI Every Single Session
abishaiama profile

I Got Tired of Re-Explaining My Codebase to AI Every Single Session

#ai #webdev #productivity #programming
1
Comments
6 min read
Cursor vs Windsurf vs Atlarix: Which AI Coding Assistant Should You Choose in 2026?
abishaiama profile

Cursor vs Windsurf vs Atlarix: Which AI Coding Assistant Should You Choose in 2026?

#ai #productivity #webdev #coding
Comments
4 min read
Why I Built a Local-First AI Coding Agent Instead of Another Chat Assistant
abishaiama profile

Why I Built a Local-First AI Coding Agent Instead of Another Chat Assistant

#ai #developertools #buildinpublic #productivity
Comments
2 min read
🟩 commit-checker v0.6.1 – Track GitHub streaks, TIL logs, and unlock CLI achievements
abishaiama profile

🟩 commit-checker v0.6.1 – Track GitHub streaks, TIL logs, and unlock CLI achievements

#opensource #cli #programming #productivity
Comments
2 min read
loading...