Jonathan Murray

2 min read

Jonathan Murray for Backboard.io

Nov 7

Qwen3.8-27B: faster than vLLM and SGLang on one GPU

#ai #llm #inference #gpu

2 min read

Jonathan Murray for Backboard.io

Nov 7

Up to 95% more output from one GPU on Qwen3.6

#ai #llm #inference #gpu

2 min read

Jonathan Murray for Backboard.io

Nov 7

Nearly 5x the output from the same eight B200s

#ai #llm #inference #gpu

2 min read

Jonathan Murray

Nov 7

We built our own inference engine and put it up against vLLM and SGLang on four models and three kinds of GPU.

#ai #llm #machinelearning #performance

4 min read

Jonathan Murray

Sep 17

Jev by TypeSafe on Backboard.io

1 min read

Jonathan Murray

Sep 17

Make a Runway Clone in one shot, or something else!

#showdev #ai #api #startup

4 min read

Jonathan Murray

Sep 8

OpenAI can't rule out that it stole its most recent breakthrough

#news #ai #discuss #mathematics

3 min read

Jonathan Murray

Sep 5

There Are Only Two Ways to Make Money in Software.

#product #saas #software

5 min read

Unpacks gaming stigma and workplace skills

Jonathan Murray

Sep 5

I Watched Our Interns Play Valorant for Three Hours. Put Your Rank on the Resume.

17

7

4 min read

Jonathan Murray

Aug 28

The Matrix Wasn't A Battery Farm. It Was A GPU Cluster Made Of Human Brains.

#ai #gpu #movies #matrix

42

4 min read

Jonathan Murray

Aug 26

I Counted the Attack Vectors in Our AI Stack and Now I Can't Sleep

#aiops #ai #webdev #security

15

5 min read

Jonathan Murray for Backboard.io

Aug 26

Every Layer of Your AI Stack Is an Attack Vector. Count Them.

#aiops #ai #security #programming

7 min read

Jonathan Murray

Aug 21

Nash Is Now Open Source; Meet Your New AI Workspace

#ai #webdev #programming #beginners

3 min read

Jonathan Murray

Aug 21

Benchmarks Don't Build Great Products. Engineers Do.

#ai #programming #devops #opensource

5 min read

Jonathan Murray for Backboard.io

Aug 21

How to Let OpenRouter Pick Your Model, and Choose Who Serves It

#ai #api #llm

5 min read

Jonathan Murray for Backboard.io

Aug 17

Coding agents got boring the moment we built a really good one.

#agents #ai #coding #opensource

2 min read

Jonathan Murray

Aug 13

We Open Sourced R-CLI, the Coding Harness Above Every Published Terminal Bench 2.1 Result

#opensource #ai #coding

4 min read

Jonathan Murray

Aug 12

We hit 99.95% on the LoCoMo memory benchmark. Here's the catch, and why it still matters.

#ai #benchmarks #webdev #software

4 min read

Jonathan Murray for Backboard.io

Aug 12

Backboard CLI: 85.4% on Terminal-Bench 2.1, submitted to the official leaderboard

#ai #coding #opensource

3 min read

Jonathan Murray

Aug 12

Our small team just outscored Claude Code and Codex on Terminal-Bench

#ai #opensource

2 min read

Jonathan Murray

Aug 5

To big to lie, cheat, steal?

1 min read

Jonathan Murray

Aug 4

Apple wins the AI race they're not even in.

1 min read

Jonathan Murray

Jul 25

Dario must be crashing out

#ai #opensource

1 min read

Jonathan Murray

Jul 4

am I on the hook for a Private Jet?

20

3 min read

Jonathan Murray

Jul 3

#1 Coding Agent, Beating Fable

1 min read

Jonathan Murray for Backboard.io

Jul 2

We bet against the GPU arms race. Here's what shipped.

#ai #coding #opensource #programming

21

3 min read

Jonathan Murray

Jun 29

The Prophet and the Price Cut

#ai #webdev #programming #opensource

12

4 min read

The reverse charisma of seniority

Jonathan Murray

Jun 19

Internmaxxing vs. Old Man Shakes Fist at Cloud

#ai #programming #beginners #career

46

3 min read

Impact of sudden regulatory model recalls

Jonathan Murray

Jun 16

Why the Fable 5 Crisis Proves Your AI Context Layer Can't Live Inside the Model

#ai #coding #programming #opensource

20

3 min read

Jonathan Murray for Backboard.io

Jun 9

R-CLI: an open-source model harness that beats Claude Code

#ai #opensource #coding #devtools

4 min read

Jonathan Murray

Jun 6

We built a coding harness that beats frontier models using open ones. It's in open beta.

#ai #coding #programming #opensource

27

4 min read

Jonathan Murray for Backboard.io

Jun 6

We're still the only one to hit #1 on both LoCoMo and LongMemEval. Here is how to use it.

#ai #memory #api #tutorial

4 min read

Jonathan Murray for Backboard.io

Jun 6

Chat with your documents: agentic RAG in a few lines

#ai #api #tutorial #rag

4 min read

Jonathan Murray for Backboard.io

Jun 5

Your memory, your data: read, edit, export, delete

#ai #tutorial #api #privacy

26

4 min read

Jonathan Murray for Backboard.io

Jun 4

Give your AI memory in one parameter

#ai #beginners #tutorial #api

22

3 min read

Jonathan Murray for Backboard.io

Jun 3

Stop letting your hackathon API keys rot

#ai #webdev #hackathon #resources

23

2 min read

Jonathan Murray for Backboard.io

Jun 3

Stateful AI without a database: threads and assistants

#ai #api #tutorial #beginners

4 min read

Built-in memory and model routing

Jonathan Murray for Backboard.io

Jun 2

Send your first AI message in one API call

#ai #api #beginners #tutorial

45

3 min read

DeepSeek cited as a budget alternative

Jonathan Murray

May 25

If Microsoft and Uber can't afford AI coding, what chance do the rest of us have?

#ai #devtools #opensource #productivity

29

15

5 min read

Jonathan Murray

May 6

OpenAI and Anthropic are Friendster and MySpace, if Subquadratic proves to be true.

#discuss #ai #llm

29

12 min read

Jonathan Murray

Apr 30

"Of Course" Erodes Trust Faster Than Bad Code ... Two Words That Are Killing Your Career

#discuss #ai #mentorship #founder

29

3 min read

10-20% token variance across major providers

Jonathan Murray for Backboard.io

Apr 24

The Hidden Challenge of Multi-LLM Context Management

#ai #webdev #programming #llm

16

2 min read

Jonathan Murray for Backboard.io

Apr 24

Why LLM Reasoning Is Breaking AI Infrastructure (And How to Fix It)

#ai #webdev #programming #machinelearning

15

3 min read

Jonathan Murray

Apr 24

I Broke SSO Trying to Center a Div. Let's Talk About Tokenmaxxing

3 min read

Jonathan Murray

Apr 22

Stop building what your customers ask for

#discuss #ai #customersuccess #programming

3 min read

Jonathan Murray

Apr 20

Two Days, Two Hacks: The Lovable Disclosure and the Pattern Nobody Wants to Talk About

#discuss #ai #security #hacked

24

4 min read

Jonathan Murray

Apr 20

Vercel Hack: Why You Need to Rotate Your "Non-Sensitive" Environment Variables Today

#ai #vercel #security #hack

14

2 min read

Trading ego for technical clarity

Jonathan Murray

Apr 17

Embarrassment is cheap. Token spend isn't.

#discuss #ai #founder #programming

26

2 min read

Jevons Paradox and the math of AI valuations

Jonathan Murray

Apr 14

Your Job Isn't Going Away. But Someone's Fundraise Depends on You Thinking It Is.

#discuss #ai #programming #beginners

57

23

7 min read

Jonathan Murray

Apr 9

I Described a Multi-Agent, Multi-Model System in Plain English. It Was Built in Seconds. Part 5/5

#ai #programming #tutorial #webdev

11 min read

Jonathan Murray

Apr 9

One Model Provider Is a Toy Nowadays. Part 4/5

#ai #programming #webdev #tutorial

10 min read

Jonathan Murray

Apr 8

50 Things the Anthropic API Can't Do. RAG, Embeddings, etc. Part 3/5

#ai #webdev #programming #tutorial

10 min read

Jonathan Murray

Apr 7

50 Things the Anthropic API Can't Do. Persistent Memory. Part 2/5

#ai #programming #tutorial #webdev

9 min read

Jonathan Murray

Apr 6

50 Things the Anthropic API Can't Do; State Management Part 1/5

#ai #programming #beginners #tutorial

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9 min read

Jonathan Murray

Apr 6

50 Things Anthropic's API Can't Do (And We're Going to Walk Through Every Single One)

#ai #webdev #programming #beginners

16

5 min read

Jonathan Murray

Apr 2

Plausible Code Is the New Technical Debt

#ai #coding #software #git

4 min read

Jonathan Murray

Mar 27

You're Not Normal. That's the Point.

#ai #cracked #buildinpublic

3 min read

Jonathan Murray

Mar 26

We Just Shipped What OpenAI, Google, and Anthropic Have Not. Here Are 6 Updates.

#ai #programming #devops #tooling

44

5 min read

Jonathan Murray

Mar 24

I’m Learning AI in Public, and I Think Developers Need to Chill a Bit

#ai #devops #devrel #programming

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