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14:33
2026-10-11
news.ycombinator.com
ai-tools

Open source software is slowly turning into open slop software

An independent evaluation of the open source code review tool OpenQodex found it detected 31% of known bugs with 86% of its findings judged real, compared with Greptile's 69% detection rate and 68% real-finding rate, acc…

14:07
2026-10-11
byteiota.com
ai-infrastructure

NumPy 2.5: 25x Faster searchsorted and What Breaks

NumPy 2.5, released in June, rewrote the searchsorted function in C++ to make batched binary searches up to 25x faster, according to the Scientific Python blog post detailing the optimization. The speedup applies to arra…

11:42
2026-10-11
dev.to
robotics

Robot-Use Agents: Why the Harness Matters More Than the Model

A developer built an MCP-based control layer that places a quadruped and a humanoid robot behind a single tool interface, arguing that the engineering burden for robot-use agents has shifted from the model to the harness…

09:42
2026-10-11
gist.github.com
developer-tools

Django tasks prompt

A developer published a set of AI coding-agent prompts for migrating Django projects off Celery onto Django's built-in Tasks framework with Threadmill as the task backend and django-crontask replacing celery beat. The 21…

08:11
2026-10-11
dev.to
ai-agents

Saving the soul of AI projects

A developer building a video game describes a hybrid workflow that confines AI agents to auxiliary, engine-facing code while keeping the engine-agnostic /Game/ folder — map generation, NPC behaviour, buildings — off-limi…

17:41
2026-10-10
dev.to
ai-agents

Hold Merge Until the Trace Score Clears

A developer proposes a three-gate merge harness that treats an AI coding agent's diff as a candidate only, keeping a frozen request trace as the merge authority instead of a green CI badge. The gates seal test fixtures w…

07:09
2026-10-10
gist.github.com
ai-agents

orchestrate-background-sessions.md

A developer published a workflow for orchestrating multi-step tasks by acting as a coordinator that spawns one background Claude Code session (claude --bg) per unit of work instead of using subagents, giving each worker …

19:44
2026-10-09
dev.to
ai-agents

The first useful thing it does is disagree with you

A developer released Halfcycle, an npm-installable module that runs a five-layer build method inside Claude Code, coordinating 21 agents split into builders, reviewers, and always-on roles. The tool signs users in via br…

04:59
2026-10-09
startupfortune.com
ai-agents

Developer of hacked bank tool ARTEX pulls it from public GitHub

The developer of ARTEX, an open-source AI penetration-testing agent that CrowdStrike linked to breaches at nine South Korean banks, pulled the project from GitHub on Thursday and said it will be converted to closed sourc…

00:00
2026-10-09
unite.ai
large-language-models

Secret Dates in System Prompts Undermine Language Model Evaluation

A new academic collaboration between Germany, Mexico and the USA found that the hidden automatic injection of the current date into system prompts introduces non-determinism in LLM evaluation, altering model performance …

21:56
2026-10-08
dev.to
ai-agents

How I built this serverless API with the new AWS

A developer used AWS's new agent toolkit to turn a short prompt into a working serverless Python API built on Amazon API Gateway, AWS Lambda, and Amazon DynamoDB. The coding agent proposed an architecture for an atomic G…

20:59
2026-10-08
eversynced.com
ai-tools

Measure how engineers and teams work with AI

Eversynced released Pheebs, an open-source AI telemetry tool that installs via `npm install -g pheebs` and registers lifecycle hooks inside Claude Code, Cursor, and Codex to capture interaction signals — event types, dur…

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