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08:08
2026-07-19
fortran-lang.discourse.group
developer-tools

Compiling Xfoil

LFortran version 0.61.0 failed to compile the Xfoil aerodynamics code due to a bug in handling the INCLUDE statement in fixed-form Fortran, which has now been fixed in a pull request by LFortran developer certik. The bug…

00:02
2026-07-13
sourcefeed.dev
artificial-intelligence

AWS MCP Plugin Puts Agents Under CloudTrail

AWS released the open-source Agent Toolkit for AWS, bundling an MCP server and plugins for Claude Code, Codex, and Cursor that give coding agents sandboxed Python execution, IAM-scoped API calls, and full CloudTrail audi…

20:00
2026-07-10
dev.to
developer-tools

Why "using AI to catch AI drift" is the wrong thing to do

A developer argues that using AI to catch AI-generated code drift is the wrong approach, citing non-deterministic results, compounding costs, and opacity. Instead, they advocate for deterministic rule engines like ReWeav…

19:20
2026-07-10
dev.to
developer-tools

E‑‑: The middle ground between English and Python

A developer introduced E--, a programming language that allows developers to dial the ratio of English to Python per line. The language uses {{...}} slots for English descriptions resolved by an LLM at compile time, prod…

00:00
2026-07-09
snyk.io
ai-tools

Symlinks Are Still Scary (And Yes, You Can Commit Them to Git)

A new attack exploits Git's support for symlinks to trick AI coding assistants into writing an attacker's SSH key into a victim's authorized_keys file. The technique, which involves committing a malicious symlink to a re…

16:22
2026-07-01
swelljoe.com
large-language-models

How I Run Local LLMs

A developer explains how to run large language models locally, recommending Gemma 4 and Qwen 3.6 families for most users with 24-64GB memory, and noting that Gemma 4 31B is best for non-coding tasks while Qwen 3.6 may be…

11:38
2026-07-01
streanga.com
generative-ai

On Generative AI and Software Engineering

Generative AI is transforming software engineering by writing code instead of replacing it, solving issues like hallucinations, compute costs, and data sovereignty. This shift enables non-technical users to create softwa…

19:56
2026-06-30
stevekrouse.com
large-language-models

Chad Fowler's "Phoenix Architecture"

Chad Fowler's Phoenix Architecture proposes that AI-generated code should be disposable, drawing parallels to immutable infrastructure. Critics argue that natural language is a poor source of truth and that higher-level …

09:49
2026-06-29
blog.rnstlr.ch
ai-agents

Safe Ways to Use AI Agents

Renuo developers identified security risks in AI coding agents like Claude Code and OpenCode, including credential exfiltration and destructive actions via prompt injection, after incidents such as unauthorized API key a…

03:22
2026-06-29
byteiota.com
ai-agents

codebase-memory-mcp Cuts AI Agent Token Use by 121x

An open-source MCP server called codebase-memory-mcp, built by DeusData, cuts the token cost of structural code queries by up to 121x by using a persistent knowledge graph. The tool, trending #1 on GitHub, indexes codeba…

06:10
2026-06-18
pub.towardsai.net
artificial-intelligence

The Free Agent Trap

AI agents that promise to autonomously execute long tasks remain unreliable, often producing code that works in isolation but fails at scale, as shown by a developer's example where an agent generated 100,000 database qu…

00:00
2026-06-18
jasonrobert.dev
artificial-intelligence

Skill Rot Is Real

Developers are reporting 'skill rot' as AI coding assistants automate debugging and problem-solving, reducing hands-on practice. A METR study found developers believed AI made them 20% faster but were actually 19% slower…

07:34
2026-06-14
github.com
ai-tools

Show HN: Have your agent consult other models

Developer Raine released consult-llm, an open-source tool that lets AI agents query other models for second opinions during coding tasks. The tool supports multiple providers including GPT-5.5, Gemini 3.1 Pro, and Claude…

19:44
2026-06-12
labs.beconfident.app
ai-agents

The 98% Problem: A Survey of Harness Engineering for AI Agents

A community analysis of the most documented production AI agent, Claude Code, found that only about 1.6% of its code determines what the model does, while the remaining 98% handles context assembly, tool dispatch, permis…

19:33
2026-06-04
pauldambra.dev
large-language-models

How I Use LLMs?

A developer reports losing 60% of his cynicism about large language models over the past nine months, describing a generational shift in work approach where he now treats AI agents as hired team members rather than tools…

19:15
2026-06-02
commandline.microsoft.com
artificial-intelligence

Introducing Command Line, and the new rules for builders

Microsoft launched Command Line, a new blog focused on how the company builds and operates AI systems, coinciding with Build 2026 in San Francisco. The blog introduces 10 new rules for software development in the agentic…

14:46
2026-05-23
dev.to
artificial-intelligence

Why AI Agents Need a Project Layer - Part 1

This article argues that modern AI coding assistants, while proficient at writing code, fail to understand the broader workflow and project context—such as tasks, rules, and decisions—that human developers manage. The au…

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