DEV Community

gentleforge profile picture

gentleforge

404 bio not found

Joined Joined on 
Breaking Free From Walled Gardens: A Chinese LLM Deep Dive

Breaking Free From Walled Gardens: A Chinese LLM Deep Dive

Comments
8 min read
I Ran 10 AI Coding Models Through 5 Tasks and Tracked Every Stat

I Ran 10 AI Coding Models Through 5 Tasks and Tracked Every Stat

Comments 1
8 min read
I Built With Both APIs as a Bootcamp Grad — Here's What Actually Matters...

I Built With Both APIs as a Bootcamp Grad — Here's What Actually Matters...

Comments
8 min read
Quick Tip: Save a Ton on AI API Costs in Just 10 Minutes

Quick Tip: Save a Ton on AI API Costs in Just 10 Minutes

Comments
7 min read
I Migrated from OpenAI to Chinese AI Models — Here's What Happened

I Migrated from OpenAI to Chinese AI Models — Here's What Happened

Comments
7 min read
How I Tested 10 AI Coding Models Without the Lock-In

How I Tested 10 AI Coding Models Without the Lock-In

Comments
8 min read
The Developer's Guide to Open-Source AI APIs at Scale

The Developer's Guide to Open-Source AI APIs at Scale

Comments
7 min read
Enterprise vs Startup AI APIs: My Honest Billable-Hour Breakdown

Enterprise vs Startup AI APIs: My Honest Billable-Hour Breakdown

Comments
7 min read
I Spent a Month Testing Chinese AI APIs — Here's What Actually Wins

I Spent a Month Testing Chinese AI APIs — Here's What Actually Wins

Comments
8 min read
I Tested 30 AI APIs By Price — Here's What The Data Shows

I Tested 30 AI APIs By Price — Here's What The Data Shows

Comments
7 min read
The Developer's Guide to Picking the Right Coding LLM at Scale

The Developer's Guide to Picking the Right Coding LLM at Scale

Comments
8 min read
Quick Tip: I Tested 9 Multimodal AI APIs So You Don't Have To

Quick Tip: I Tested 9 Multimodal AI APIs So You Don't Have To

Comments
8 min read
Stop Wiring AI APIs Direct: A Startup CTO's Cost-Saving Playbook

Stop Wiring AI APIs Direct: A Startup CTO's Cost-Saving Playbook

Comments
7 min read
I Was Paying 40x Too Much For GPT-4o And Didn't Even Know It

I Was Paying 40x Too Much For GPT-4o And Didn't Even Know It

Comments
8 min read
My $5K Coding Model Bake-Off: What Actually Ships in Prod

My $5K Coding Model Bake-Off: What Actually Ships in Prod

Comments
7 min read
Migrating Off OpenAI: A Backend Engineer's Notes From Production

Migrating Off OpenAI: A Backend Engineer's Notes From Production

Comments
7 min read
I Benchmarked 184 AI Models: Startup vs Enterprise Economics

I Benchmarked 184 AI Models: Startup vs Enterprise Economics

Comments
8 min read
I Ran Chinese AI Against GPT-4o and Claude — The Results Wrecked Me

I Ran Chinese AI Against GPT-4o and Claude — The Results Wrecked Me

Comments
7 min read
I Spent Two Weeks Testing Chinese AI Models — Here's What I Found

I Spent Two Weeks Testing Chinese AI Models — Here's What I Found

Comments
7 min read
Startup vs Enterprise AI APIs: I Ran Both for a Month Straight

Startup vs Enterprise AI APIs: I Ran Both for a Month Straight

Comments
8 min read
I Tried Chinese AI Models vs GPT-4o and I Couldn't Believe It

I Tried Chinese AI Models vs GPT-4o and I Couldn't Believe It

Comments
9 min read
How I Cut My AI API Bill: 30 Cheapest Models Ranked for 2026

How I Cut My AI API Bill: 30 Cheapest Models Ranked for 2026

Comments
7 min read
I Cut My AI Bill 40x: The OpenAI Migration Guide You're Missing

I Cut My AI Bill 40x: The OpenAI Migration Guide You're Missing

Comments
9 min read
I Tested 4 Chinese LLMs for Client Work: A Freelance Dev's Breakdown

I Tested 4 Chinese LLMs for Client Work: A Freelance Dev's Breakdown

Comments
6 min read
Bootcamp Grad's Guide to Cheap AI APIs That Actually Work

Bootcamp Grad's Guide to Cheap AI APIs That Actually Work

Comments
7 min read
Why I Left OpenAI's Walled Garden and Saved 40x: A Migration Tale

Why I Left OpenAI's Walled Garden and Saved 40x: A Migration Tale

Comments
10 min read
Let Me Show You My OpenAI Migration That Saved Me 40x

Let Me Show You My OpenAI Migration That Saved Me 40x

Comments
8 min read
How I Slashed My AI API Spend 95%: Real Numbers Inside

How I Slashed My AI API Spend 95%: Real Numbers Inside

Comments
8 min read
How I Cut Our AI API Bill by 95% — The Engineering Playbook

How I Cut Our AI API Bill by 95% — The Engineering Playbook

Comments
7 min read
I Shipped DeepSeek, Qwen, Kimi, and GLM: A CTO's Field Notes

I Shipped DeepSeek, Qwen, Kimi, and GLM: A CTO's Field Notes

Comments
8 min read
Cheapest AI APIs 2026: A Bootcamp Grad's Honest Breakdown

Cheapest AI APIs 2026: A Bootcamp Grad's Honest Breakdown

Comments
9 min read
DeepSeek vs Qwen vs Kimi vs GLM: Which One Should You Actually Use?

DeepSeek vs Qwen vs Kimi vs GLM: Which One Should You Actually Use?

Comments
6 min read
I Cut My OpenAI Bill By 40x: A Data Scientist's Migration

I Cut My OpenAI Bill By 40x: A Data Scientist's Migration

Comments
7 min read
I Cut My AI Bill 32 By Switching To Open Source API Access

I Cut My AI Bill 32 By Switching To Open Source API Access

Comments
9 min read
I Cut My OpenAI Bill by 40 — Here's the Boring Migration Story

I Cut My OpenAI Bill by 40 — Here's the Boring Migration Story

Comments
6 min read
DeepSeek vs Qwen vs Kimi vs GLM: Which AI API Actually Wins in 2026?

DeepSeek vs Qwen vs Kimi vs GLM: Which AI API Actually Wins in 2026?

Comments
8 min read
Why I Stopped Telling Founders to Go Direct to AI Providers

Why I Stopped Telling Founders to Go Direct to AI Providers

Comments
8 min read
Breaking Free From AI Vendor Lock-In: A Developer's Notes

Breaking Free From AI Vendor Lock-In: A Developer's Notes

Comments
8 min read
I Cut My LLM Bill 40x: A Backend Engineer's Migration Notes

I Cut My LLM Bill 40x: A Backend Engineer's Migration Notes

Comments
9 min read
China AI vs US AI APIs: Which One Should You Actually Use in 2026?

China AI vs US AI APIs: Which One Should You Actually Use in 2026?

Comments
7 min read
Why I Spent a Weekend Comparing AI API Prices — And What Surprised Me

Why I Spent a Weekend Comparing AI API Prices — And What Surprised Me

Comments
8 min read
I Built Two AI Setups So You Don't Have To: Startup vs Enterprise (Here's...

I Built Two AI Setups So You Don't Have To: Startup vs Enterprise (Here's...

Comments
9 min read
I Ranked 30 AI APIs By Price For Production Workloads

I Ranked 30 AI APIs By Price For Production Workloads

Comments
7 min read
I Spent Real Money Testing Chinese AI Models: Heres The Truth

I Spent Real Money Testing Chinese AI Models: Heres The Truth

Comments
6 min read
Four Chinese LLMs I Tested at Scale: A Cloud Architect's Field Notes

Four Chinese LLMs I Tested at Scale: A Cloud Architect's Field Notes

Comments
7 min read
Quick Tip: Cut Your AI Costs by 40x With This Simple Trick

Quick Tip: Cut Your AI Costs by 40x With This Simple Trick

Comments
7 min read
I Saved 40x Switching Off OpenAI — Here's the Full Story

I Saved 40x Switching Off OpenAI — Here's the Full Story

Comments
9 min read
Four Chinese AI Model Families: A Backend Engineer's Bench Report

Four Chinese AI Model Families: A Backend Engineer's Bench Report

Comments
6 min read
How I Cut Our LLM Costs 65% Without Breaking the SLA

How I Cut Our LLM Costs 65% Without Breaking the SLA

Comments
7 min read
A Data Scientist's Notes on AI API Throughput: 184 Models, Real Numbers

A Data Scientist's Notes on AI API Throughput: 184 Models, Real Numbers

Comments
7 min read
How I Architected LLM APIs for 99.9% Uptime at 97% Less Cost

How I Architected LLM APIs for 99.9% Uptime at 97% Less Cost

Comments
8 min read
Shopify AI Recommendations: My Production Architecture Playbook

Shopify AI Recommendations: My Production Architecture Playbook

Comments
8 min read
How I Cut My LLM Bill 65% Using DeepSeek and Ruby

How I Cut My LLM Bill 65% Using DeepSeek and Ruby

Comments
7 min read
The CTO Playbook for AI Agent Data Analysis on a Budget

The CTO Playbook for AI Agent Data Analysis on a Budget

Comments
7 min read
I Cut My AI Audio API Bill 60% — Here's the Full Breakdown

I Cut My AI Audio API Bill 60% — Here's the Full Breakdown

Comments
8 min read
How I Cut AI Game NPC Costs by 65% — 2026 Field Guide

How I Cut AI Game NPC Costs by 65% — 2026 Field Guide

Comments
7 min read
I Slashed My AI API Bill by 60%: A Freelancer's Field Notes

I Slashed My AI API Bill by 60%: A Freelancer's Field Notes

Comments
7 min read
I Cut My AI API Costs by 65% in 2026 — Here's the Playbook

I Cut My AI API Costs by 65% in 2026 — Here's the Playbook

Comments
7 min read
How I Cut LLM Costs 65% — Tuning Temperature And Top P

How I Cut LLM Costs 65% — Tuning Temperature And Top P

Comments
6 min read
How I Cut My LLM Bill by 60% — A Backend Engineer's 2026 Field Notes

How I Cut My LLM Bill by 60% — A Backend Engineer's 2026 Field Notes

Comments 1
8 min read
loading...