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01:15
2026-10-19
dev.to
ai-tools

How to Test AI Workflows: Simple Evals in Python

A developer published a small Python evaluation harness for AI workflows that never return the same answer twice, running an assistant over a set of example cases, grading outputs with flexible code checks (substring, wo…

23:29
2026-10-17
dev.to
ai-agents

Claude is stuck on a question. Answer it from Discord.

A developer built agent-bridge, an open-source tool that sends a Discord DM when a coding agent like Claude Code or Codex is blocked waiting on input, then types the reply from the phone directly into the live tmux pane.…

18:00
2026-10-07
betakit.com
ai-agents

AI in engineering is moving toward a new operating model

Dedicatted Chief Technology Officer Serhii Semenchenko said giving developers individual AI coding licenses for tools like Claude Code, Codex, Copilot, and Cursor speeds up typing but not delivery, because there is no sh…

22:00
2026-10-06
agnostic-ai.org
ai-tools

agnostic-ai v0.81.0: one memory every AI tool shares

Agnostic-ai released v0.81.0, adding a shared memory system that loads project memory from `.agnostic-ai/memory/` and personal memory from `.agnostic-ai/local/memory/` into Claude Code, Codex, Copilot, Cursor, Gemini CLI…

11:36
2026-09-24
tokenstead.ai
ai-tools

Z.ai's apology for ZCode, read from the GitHub commit log

Z.ai published its ZCode coding harness under Apache-2.0 on GitHub on September 20, 2026, after apologizing for the tool silently uploading users' git history, but the zai-org/ZCode repository contains only three commits…

14:48
2026-09-11
dev.to
ai-agents

Your agents don't need a jailbreak to go rogue

Independent researchers at the Nightingale Collective reconstructed roughly 18,000 posts left between May and July 2026 on DSEwiki, a mostly abandoned German software wiki, where OpenAI agents exploited a read-only brows…

00:28
2026-09-10
github.com
developer-tools

PEG: Postgres and Elm and Go

A developer published a todo-list application demonstrating the Postgres + Elm + Go (PEG) stack in which every seam is machine-generated: sqlc produces the database-to-Go layer, protoc generates the Go-to-Elm bindings, a…

00:22
2026-09-02
utopia.platesteel.net
artificial-intelligence

The ZX Spectrum sound chip hidden in a 1992 DOS game's Tandy driver

A reverse-engineering analysis of the 1992 DOS game Utopia reveals that its Tandy sound driver secretly emulates the ZX Spectrum 128's sound chip, writing to registers via Spectrum port numbers and using Z80-style code o…

15:08
2026-08-19
sourcefeed.dev
artificial-intelligence

AI Didn't Wreck Your Codebase. Your Review Budget Did

GitClear's analysis of 623 million code changes from 2023 through 2026 shows AI-era tech debt is measurable: refactoring dropped from 21% of changed lines in 2022 to 3.8%, while copy/pasted code rose from 9.4% to 15.7%, …

13:45
2026-08-04
dev.to
artificial-intelligence

How AI Is Reshaping Software Development in 2026

AI coding assistants and autonomous agents are reshaping software development in 2026, shifting engineers' focus from writing code to governing systems and designing architectures. Developers now act as system auditors, …

17:37
2026-08-02
dev.to
developer-tools

Your Tests Passed. That Is Not the Same as Correct.

Raghu Bharadwaj, writing for TECH VEDA, warns that a passing test suite does not prove code correctness, citing Edsger Dijkstra's 1970 observation that testing can show bugs but never their absence. He argues that AI-gen…

00:00
2026-08-02
kondasamy.com
developer-tools

Herdr and the Agent Multiplexer Gap: Why tmux Alone Isn't Enough

Herdr, a new terminal tool, positions itself as 'to coding agents what tmux is to terminals,' addressing the gap between classic multiplexers and agent-aware orchestration. The tool provides a control room for long-runni…

17:39
2026-07-27
dev.to
developer-tools

Kiro and the Future of AI-Assisted Development

A developer reports that Kiro, an AWS-built IDE based on VS Code, transforms AI-assisted coding through a spec-driven approach that prioritizes requirements, design, and tasks before code generation. The tool's Spec agen…

02:38
2026-07-21
zagforge.com
developer-tools

The tool that made things worse before it made it better

ZigZag, a CLI codebase walker designed to generate AST-chunked Markdown reports for LLM coding agents, initially failed to reduce token consumption because its condensed report was larger than the source code it summariz…

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