SafeDusk

6 ms·

1.
by SafeDusk 7mo ago
Very cool! Excited to incorporate this into https://toolkami.com which is built upon RLM. Thanks for the great work!
2.
by SafeDusk 7mo ago
Am excited about RLM too! That's why I built https://toolkami.com so that people can try it easily for agentic workflows.
3.
by SafeDusk 7mo ago
Working on https://toolkami.com that enables plug and play Recursive Language Model for increased context size and better recall.
4.
by SafeDusk 7mo ago
Sandboxing is going to be of growing interests as more agents go “code mode”. Will explore this for https://toolkami.com/ , which allows plug and play advanced “code mode” for AI agents.
5.
by SafeDusk 8mo ago
If I were to add, "winter" is the best time to find snow, and there is enough snow for everyone.
6.
by SafeDusk 8mo ago
Not surprised OpenAI is not there, I struggled so much with telemetry in Codex that I had to build my own one Codex Plus ( https://github.com/aperoc/codex-plus ) -_- Seems like it can be a standard the project can adopt.
7.
by SafeDusk 8mo ago
These can also be observed through OTEL telemetries. I use headless codex exec a lot, but struggles with its built-in telemetry support, which is insufficient for debugging and optimization. Thus I made codex-plus ( https://github
8.
by SafeDusk 8mo ago
Using https://github.com/aperoc/toolkami which just spins up a worktree with pre-configured Docker containers.
9.
by SafeDusk 8mo ago
Sad that a lot of these are for Claude Code and not Codex which I uses more, so I started https://github.com/aperoc/codex-plus which has telemetry built-in, now moving to build a Ralph loop on top of it.
10.
Show HN: Codex Plus – Turbocharged OpenAI Codex for Headless Workflows(github.com)
1 points by SafeDusk 8mo ago|0 comments
11.
Ask HN: Identity crisis as a software engineer because of AI
12 points by SafeDusk 8mo ago|1 comments
12.
by SafeDusk 11mo ago
hehe thanks! as a self taught AI engineer, might take awhile =D
13.
by SafeDusk 11mo ago
UV script enabled me to distribute a MCP client or server in a single file[0]. [0]: https://blog.toolkami.com/mcp-server-in-a-file/
14.
by SafeDusk 11mo ago
I think both Cursor and Cognition and going in the same direction of SWE-grep[0]. SWE-grep was able to hit ~700tokens/s and Cursor ~300token/s, hard to compare the precision/recall and cost effectiveness though, considering S
15.
by SafeDusk 11mo ago
Not sure man, I specifically stated this in my README way before this post: https://github.com/aperoc/toolkami/blob/main/README.md#comma... . I mean it's not much, but the concept just resonates with
16.
Ask HN: What are you doing this week?
6 points by SafeDusk 11mo ago|15 comments
17.
by SafeDusk 11mo ago
One of the core design principles at https://github.com/aperoc/toolkami
18.
by SafeDusk 11mo ago
Great to see progress being made here! I had tons of fun using AlphaEvolve to optimize Perlin Noise[0] [0]: https://blog.toolkami.com/alphaevolve-toolkami-style/
19.
by SafeDusk 11mo ago
I recommend reading Shopify CEO Tobi's try[0] for good example of how Ruby's block behavior and meta-programming makes it easy to create a single file, shell wrapper. [0]: https://github.com/tobi/try/blob
20.
by SafeDusk 11mo ago
And I'm looking for a problem to spend my next decade on ...
21.
Open SWE-grep: architecture review request(github.com)
3 points by SafeDusk 11mo ago|1 comments
22.
by SafeDusk 11mo ago
Inspired by SWE-grep, I've started a repo to educate myself on it here https://github.com/aperoc/op-grep . I've drafted an architecture, with the steps mainly as so: 1. Collect actions (grep/glob/rea
23.
by SafeDusk 11mo ago
I like to think of subagents as “OS threads” with its own context and designed to hand off task to. A good use case is Cognition/Windsurf swe-grep which has its own model to grep code fast. I was inspired by it but too bad it’s closed
24.
Show HN: Open SWE-grep for fast, high-precision code context(github.com)
5 points by SafeDusk 11mo ago|1 comments
25.
by SafeDusk 11mo ago
Kickstarting an exploratory open version here https://github.com/aperoc/op-grep since it doesn't look like they will do it.
26.
by SafeDusk 11mo ago
Any plans to offer this as a tool/MCP server for other coding agents or is it going to be Windsurf exclusive?
27.
by SafeDusk 11mo ago
That is why a minimal framework[1] that allows me to understand the core immutable loop, but to quickly experiment with all these imperative concepts is invaluable. I was able to try Beads[1] quickly with my framework and decided I like it
28.
The Beads Revolution: The Todo System That AI Agents Want to Use(steve-yegge.medium.com)
3 points by SafeDusk 11mo ago|0 comments
29.
by SafeDusk 11mo ago
Release a CLI for my open source project: https://github.com/aperoc/toolkami It is a modified version of Shopify's CEO Tobi try implementation[0]. It extends his implementation with sandboxing capabilities and des
30.
by SafeDusk 11mo ago
If anybody is looking for a simple CLI tool to spin up parallel agents, have a look at https://github.com/aperoc/toolkami !

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