Codex-maxxing
Shifting from using coding agents solely for software development to applying them broadly for "knowledge work," such as creating presentations and spreadsheets. This behavioral change was driven by features like durable…
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Shifting from using coding agents solely for software development to applying them broadly for "knowledge work," such as creating presentations and spreadsheets. This behavioral change was driven by features like durable…
Daemons, a new AI-powered tool from Charlie Labs, now automates recurring product and engineering tasks like issue labeling, PR review assignments, bug triaging, and code documentation drift detection. The system operate…
Canonical has developed an internal AI-powered auditing agent called Redhound that autonomously discovered three critical logic vulnerabilities in the LXD container and virtual machine manager, bugs that had survived yea…
LoreConvo achieved cross-vendor agent compatibility by leveraging a single `.mcp.json` file at the project root, requiring zero per-client setup. In May 2026, an OpenAI Codex agent opened an existing project directory, a…
An AI agent discovered a code execution vulnerability in IDA Pro 9.3 for aarch64, a reverse engineering tool used by security researchers. The flaw allows attackers to inject arbitrary Clang arguments through crafted `.i…
22 copy/paste-ready prompts for building an AI agent system, specifically detailing instructions for creating a Personal CRM, a meeting recording integration, and a RAG knowledge base. Each prompt includes specific techn…
Listen Labs has raised $69 million in Series B funding led by Ribbit Capital, valuing the AI customer interview platform at $500 million. The startup, which grew annualized revenue 15x to eight figures in nine months, ga…
The article describes the process of extracting and disassembling the microcode ROMs from high-resolution photographs of the Intel 8086 and 8088 dies, revealing the internal instruction sequences of these processors. Key…
A developer built an agentic loop on Claude Code that iteratively rewrites AI-generated text to evade Pangram's AI-text detector, using the detector's score as an objective function to hillclimb toward 0% AI. After five …
Two 2026 studies (arXiv 2607.05139 by Konstantinou, Tambon and Papadakis, and arXiv 2609.09315) measured how test-authoring order affects fault detection, finding that tests generated from a task description alone catch …
Towards AI CTO and co-founder Louis-François presented ToneBench, a writing benchmark that uses LLM judges to measure whether AI-generated text matches a specific writer's style, at the AI Engineer conference in New York…
A developer published a five-stage tutorial for running a scheduled AI job safely on a free Linux box, using fcntl.flock for locking instead of PID files and a timeout wrapper to bound runtime. The guide defines exit-cod…
A developer published a standard-library-only Python script, preflight.py, that scans git-staged files for secrets and high-entropy strings before they are assembled into an agent prompt, scoring findings by severity and…
A LatentAILabs tutorial episode measured that full mixed-precision fine-tuning of Qwen3-4B-Instruct-2507 (4,022,468,096 parameters) would require 68.87 GB of VRAM — 64.36 GB for BF16 gradients, FP32 master weights and Ad…
Render launched Render Sandboxes in public beta, giving AI agents a fully isolated Linux environment built on Firecracker microVMs where they can install dependencies, edit files and run code, with each sandbox starting …
CodeAnt AI Security Research Team disclosed Xenbleed, a guest-to-dom0 escape in the Xen hypervisor that researcher Hemanshu Baviskar demonstrated on XenServer 9.0.0 running Xen 4.21.2-3, allowing kernel-level code in a g…
MassTransit v9 (9.2.3 on NuGet) now requires a commercial license with a runtime key on every machine running MassTransit code, including developer laptops, while v8 and earlier remain free under Apache 2.0 but unsupport…
Two studies dated 26 Oct found that deleting old tool output from coding-agent runs can raise costs despite shortening prompts: keeping only the last five tool outputs made prompts 33.3% shorter but increased uncached pr…
Mozilla AI released Otari, an Apache 2.0 open-source AI gateway that routes every request from apps and agents through a single API to enforce per-workspace model, tool and budget rules and to let teams swap model provid…
A measured Claude Opus 5.5 agent session of 35 calls cost $2.39 at Anthropic list prices because 97.5% of prompt tokens were cache hits, versus $22.08 without prompt caching — a 9.2x difference for identical tokens, acco…