Hacker News: itsderek23

New comment by itsderek23 in "We've raised $17M to build what comes after Git"

itsderek23 — Fri, 10 Apr 2026 15:01:33 +0000

How I'm using git/Github has changed with agentic coding. However, I'm not using swarms of agents to write code, so it's bit hard for me to decipher the JTBD of gitbutler.

Another take I've seen is https://agentrepo.com/, which is light-weighted hosted git that's easy for agents to use (no accounts, no API keys, public repos are free). There are large parts of the GitHub experience I'm no longer using (mostly driving from Claude), so I think this is an interesting take.

Show HN: Subtle – Local, open-source analytics for Claude Code sessions

itsderek23 — Mon, 12 Jan 2026 16:26:33 +0000

I’m used to having good observability for systems and workflows, but now that I generally start development with Claude Code vs my IDE, I lost a layer of visibility into how my code is produced.

Subtle (https://github.com/itsderek23/subtle) is a free, open-source app for analyzing Claude Code logs that runs entirely on your local machine. It lets you:

* See overall Claude Code usage over time (broken down by AI vs tool time) * Count Claude-assisted Git commits over time * Visualize individual sessions with a trace showing how time is spent * Filter sessions by message text * View session transcripts

I don’t yet know what “good” Claude Code usage looks like ... fewer interventions? Smaller commits and PRs? Lower code churn within a session? Would love your thoughts.

Comments URL: https://news.ycombinator.com/item?id=46590647

Points: 2

# Comments: 0

Streamlining the eval of LLM code gen / eval agents

itsderek23 — Fri, 20 Oct 2023 14:45:53 +0000

Article URL: https://dlite.cc/2023/10/04/2023-eval-rag-apps.html

Comments URL: https://news.ycombinator.com/item?id=37956835

Points: 1

# Comments: 0

DevOps AI Assistant Open Leaderboard

itsderek23 — Thu, 21 Sep 2023 17:11:16 +0000

Article URL: https://github.com/opstower-ai/devops-ai-open-leaderboard

Comments URL: https://news.ycombinator.com/item?id=37600688

Points: 1

# Comments: 0

New comment by itsderek23 in "Show HN: Release AI – Talk to Your Infrastructure"

itsderek23 — Fri, 25 Aug 2023 18:31:12 +0000

Nice work! I'm working on a similar standalone DevOps AI Agent (OpsTower.ai). This post shows how the agent is structured and how it performs against a 40 question evaluation dataset: https://www.opstower.ai/2023-evaluating-ai-agents/

Beyond demoware: how do you evaluate an AI agent?

itsderek23 — Wed, 02 Aug 2023 14:22:32 +0000

Article URL: https://www.opstower.ai/2023-evaluating-ai-agents/

Comments URL: https://news.ycombinator.com/item?id=36971304

Points: 1

# Comments: 0

New comment by itsderek23 in "Things I wish I knew before building a GPT agent for log analysis"

itsderek23 — Tue, 06 Jun 2023 16:41:02 +0000

Thanks!

> Did you hit token limits?

While i used TikToken to limit the message history (and keep below the token limit), generally I found that I didn't get better completions by putting a lot of data into the context. Usually the completions got more confusing. I put a limited amount of info into the context and have generally stayed below the token limit.

> Are you storing message/ chat histories between sessions

Right now, yes. It's pretty important to store everything (each request / response) to debug issues with prompt, context, and the agent call loop.

Things I wish I knew before building a GPT agent for log analysis

itsderek23 — Tue, 06 Jun 2023 16:10:56 +0000

Article URL: https://www.logpal.ai/2023/06/01/2023-gpt4-api-gotchas.html

Comments URL: https://news.ycombinator.com/item?id=36214970

Points: 3

# Comments: 2

Using Ruby to query a Rails DB with natural language

itsderek23 — Thu, 25 May 2023 16:06:29 +0000

Article URL: https://dlite.cc/2023/05/06/2023-boxcars-ruby-intro.html

Comments URL: https://news.ycombinator.com/item?id=36072533

Points: 2

# Comments: 0

Novi battery maker sends Tesla S to the U.P. and back on one charge

itsderek23 — Wed, 05 Jan 2022 23:07:10 +0000

Article URL: https://www.freep.com/story/money/business/columnists/carol-cain/2022/01/05/tesla-model-s-our-next-energy-gemini-battery/9101549002/

Comments URL: https://news.ycombinator.com/item?id=29816488

Points: 1

# Comments: 0

New comment by itsderek23 in "I sold Baremetrics"

itsderek23 — Tue, 10 Nov 2020 21:18:39 +0000

+1. Jonathan is great to work with if you are in a similar position as Baremetrics.

GitHub Codespaces for Machine Learning

itsderek23 — Wed, 27 May 2020 14:41:53 +0000

Article URL: https://dlite.cc/2020/05/26/github-codespaces-machine-learning.html

Comments URL: https://news.ycombinator.com/item?id=23324054

Points: 1

# Comments: 0

Machine learning deserves its own flavor of Continuous Delivery

itsderek23 — Thu, 23 Apr 2020 20:38:57 +0000

Article URL: https://towardsdatascience.com/machine-learning-deserves-its-own-flavor-of-continuous-delivery-f4d1e76e6b69

Comments URL: https://news.ycombinator.com/item?id=22961053

Points: 1

# Comments: 0

Machine learning deserves its own flavor of Continuous Delivery

itsderek23 — Fri, 17 Apr 2020 14:42:27 +0000

Article URL: https://booklet.ai/blog/continuous-delivery-machine-learning-cd4ml/

Comments URL: https://news.ycombinator.com/item?id=22899347

Points: 5

# Comments: 0

New comment by itsderek23 in "Show HN: Cortex – Open-source alternative to SageMaker for model serving"

itsderek23 — Tue, 14 Apr 2020 21:50:32 +0000

Great Caleb - makes sense. Thanks!

New comment by itsderek23 in "Show HN: Cortex – Open-source alternative to SageMaker for model serving"

itsderek23 — Tue, 14 Apr 2020 20:31:12 +0000

This certainly looks like a cleaner way to deploy an ML model than SageMaker. Couple of questions:

* Is this really for more intensive model inference applications that need a cluster? It feels like for a lot of my models, a cluster is overkill.

* A lot of the ML deployment (Cortex, SageMaker, etc) don't see to rely on first pushing changes to version control, then deploying from there. Is there any reason for this? I can't come up for a reason why this shouldn't be the default. For example, this is how Heroku works for web apps (and this is a web app at the end of the day).

Make ML Model Deplyment less painful: Setup Sagemaker Local Mode and PyTorch

itsderek23 — Mon, 06 Apr 2020 15:19:21 +0000

Article URL: https://booklet.ai/blog/aws-sagemaker-pytorch-local-dev-flow/

Comments URL: https://news.ycombinator.com/item?id=22794490

Points: 3

# Comments: 0

You may not need Airflow – yet

itsderek23 — Tue, 31 Mar 2020 20:31:36 +0000

Article URL: https://towardsdatascience.com/you-may-not-need-airflow-yet-a95fec16f07

Comments URL: https://news.ycombinator.com/item?id=22742204

Points: 3

# Comments: 0

An End-to-End Lead Scoring ML Model with MLFlow+Sagemaker+Booklet.ai+Intercom

itsderek23 — Wed, 25 Mar 2020 12:33:58 +0000

Article URL: https://towardsdatascience.com/a-true-end-to-end-ml-example-lead-scoring-f5b52e9a3c80

Hacker News: itsderek23

New comment by itsderek23 in "We've raised $17M to build what comes after Git"

Show HN: Subtle – Local, open-source analytics for Claude Code sessions

Streamlining the eval of LLM code gen / eval agents

DevOps AI Assistant Open Leaderboard

New comment by itsderek23 in "Show HN: Release AI – Talk to Your Infrastructure"

Beyond demoware: how do you evaluate an AI agent?

New comment by itsderek23 in "Things I wish I knew before building a GPT agent for log analysis"

Things I wish I knew before building a GPT agent for log analysis

Using Ruby to query a Rails DB with natural language

Novi battery maker sends Tesla S to the U.P. and back on one charge

New comment by itsderek23 in "I sold Baremetrics"

GitHub Codespaces for Machine Learning

Machine learning deserves its own flavor of Continuous Delivery

Machine learning deserves its own flavor of Continuous Delivery

New comment by itsderek23 in "Show HN: Cortex – Open-source alternative to SageMaker for model serving"

New comment by itsderek23 in "Show HN: Cortex – Open-source alternative to SageMaker for model serving"

Make ML Model Deplyment less painful: Setup Sagemaker Local Mode and PyTorch

You may not need Airflow – yet

An End-to-End Lead Scoring ML Model with MLFlow+Sagemaker+Booklet.ai+Intercom

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