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384 articles

Software Development2026-07-10
Herdr Deep Dive — The "tmux for AI Agents": Run Multiple Coding Agents (Claude Code / OpenCode / Codex, etc.) From One Terminal With Persistent Sessions Over SSH and a Mobile-Friendly UI Used by Engineers at JetBrains / Docker / Vercel / Google / NVIDIA / AWS; Rust Binary, No Electron
Herdr is a terminal-based AI agent multiplexer — run multiple AI coding agents (Claude Code / OpenCode / Codex, etc.) in parallel from a single terminal, with sessions persisted server-side (like tmux) so you can reattach from any device. Key features: (1) multi-agent orchestration — run multiple agents in independent panes, (2) persistent sessions — agents keep running after terminal detach, reattach from anywhere, (3) SSH-friendly remote access — like tmux but agent-aware, (4) real terminal panes — clickable layouts and mouse support, (5) at-a-glance agent state (blocked / working / done / idle), (6) a Control API (CLI + JSON socket) for programmatic session management, (7) a mobile-friendly UI for terminal access from phones and tablets. Ships as a Rust binary (not Electron) with no external dependencies. Target audience: engineers at JetBrains / Docker / Vercel / Google / NVIDIA / AWS. Position: paired with Crit.md's HITL review substrate, Herdr is the "agent-operations infrastructure" side of the coin — solving the execution environment rather than the review loop. Part of the broader "day-to-day AI-agent tooling" trend alongside our Cloudflare-only stack and Claude Cowork web/mobile coverage.
HerdrTerminalAI Agents+5
Software Development2026-07-10
Hunk Deep Dive — A Terminal Diff Viewer Purpose-Built for Code Review and AI-Agent Integration, With hunk diff / hunk show CLIs, Inline AI Annotations, Watch Mode, and Themes Including Graphite / Midnight / Catppuccin Node.js 18+ / MIT / Installable via npm, Homebrew, and Nix
Hunk is a terminal-based diff viewer purpose-built for code review and AI-agent integration — a replacement for stock git diff, with review-experience as a first-class design goal. Key features: (1) multi-file review sidebar — see the whole changeset, navigate files, view change counts, (2) inline AI annotations — reasoning from AI agents (Claude Code, Cursor, etc.) shows adjacent to the relevant code, (3) adaptive layout — split / stacked / auto-responsive views auto-adjust to terminal width, (4) watch mode — auto-refreshes as the working tree changes, (5) syntax highlighting + themes — Graphite / Midnight / Ember / Zenburn / Catppuccin, (6) multiple input methods — keyboard, mouse, pager integration. CLI commands: hunk diff (uncommitted changes) and hunk show (a commit). Tech stack: Node.js 18+, MIT license, distributed via npm / Homebrew / Nix. Position: the terminal counterpart to Crit.md's browser PR-review experience; alongside Herdr (parallel agent operations), it's part of the same "terminal-native AI-agent era" trend. Target users: developers doing code reviews, teams integrating AI tools into dev workflows, and terminal-first engineers.
HunkTerminalDiff Viewer+3
AI2026-07-10
OpenAI ChatGPT Work Deep Dive (Announced 2026-07-09) — a GPT-5.6-Powered Workplace AI Agent That Spans Slack / Teams / Google Drive / SharePoint / Email / Calendars / CRMs to Autonomously Produce Documents, Spreadsheets, and Presentations Over Hours Rolling Out to Pro / Enterprise / Edu First, With @-Mention App Bindings and HITL for Progress Tracking, Redirection, and Important-Action Approvals
OpenAI unveiled ChatGPT Work at a 2026-07-09 livestream (Axios / Bloomberg). It's a GPT-5.6-powered workplace AI agent that gathers context across Slack / Microsoft Teams / Google Drive / SharePoint / email / calendars / CRMs and produces documents, spreadsheets, presentations, and other work artifacts autonomously. The agent breaks projects into smaller steps and runs for hours, while users watch progress, answer questions, redirect it, and approve important actions. Users can pull context from a specific app by typing @ followed by the app name (e.g. @Slack, @GoogleDrive). Rollout: web + mobile begins with Pro / Enterprise / Edu on 2026-07-09, expanding to Plus / Business within days. The updated desktop app (Mac / Windows) also ships Chat / Work / Codex to every plan including Free. GPT-5.6, released the same day (CNBC / The Hill), is the substrate model for ChatGPT Work. Position: a head-on competitor to Claude Cowork's Web/Mobile expansion, matching Cowork's HITL-notification + multi-app-integration approach with OpenAI's workplace-agent strategy. Joins Devin (developer-focused), Hermes Agent (vendor-neutral multi-model), and Herdr (terminal parallel ops) as the late-2026 agent big four.
OpenAIChatGPT WorkGPT-5.6+3
Business DX2026-07-09
The Complete Guide to Labor Shortages at Regional SMEs: 5 Options Beyond Hiring
A neutral overview of five options beyond hiring for regional SMEs facing labor shortages: digitalization, outsourcing, standardization, remote talent, and AI.
中小企業DX地方創生人手不足
Business DX2026-07-09
What Is SME DX, and Where Do You Start? A Roadmap That Avoids Common Pitfalls
A neutral guide to what SME DX means, why it often stalls, how to start small, and how off-the-shelf SaaS, in-house development, and outsourcing compare.
中小企業DXDX入門
Business DX2026-07-09
The Current State of Regional Revitalization × Digital — Three Common Patterns Across Successful Cases Nationwide
An overview of the relationship between regional revitalization and digital tools, outlining three patterns commonly seen nationwide: digital sales channels, operational efficiency, and relationship population building.
地方創生中小企業DX事例
Business DX2026-07-09
An Introduction to Back-Office BPO — Why the Structural Benefits Are Especially Large for Regional Businesses
An overview of back-office outsourcing (BPO) — what it is, what tasks can be outsourced, and the structural reasons it is often said to pair well with labor shortages in regional areas, compared neutrally against in-house handling and staffing agencies.
中小企業DX地方創生BPO
Business DX2026-07-09
2026 Guide to IT Subsidies for SMEs in Japan — IT Introduction, Sustainability, and Manufacturing Grants
The IT Introduction, Sustainability, and Manufacturing subsidies differ in purpose and eligibility. This guide neutrally compares Japan's major IT-related grants for SMEs, how to choose among them, and why current amounts and deadlines must always be verified officially.
中小企業DX補助金
Business DX2026-07-09
Business Succession and DX — The First Digital Steps a Successor Should Take
During business succession, tacit knowledge and paper-based records often become barriers to a smooth handover. This guide neutrally explains the order in which successors should tackle digital groundwork and how to reconcile it with the predecessor's methods.
中小企業DX事業承継
Business DX2026-07-09
10 Signs Your Excel Workflow Has Hit Its Limit: Tacit Knowledge, File Conflicts, and Duplicate Entry
Is your Excel workflow becoming siloed with file conflicts and duplicate entry? A neutral look at 10 warning signs, their causes, and how to weigh cloud spreadsheets versus dedicated systems.
中小企業DXExcel
Business DX2026-07-09
The Answer to 'We Have No Digital Talent': Balancing Hiring, In-House Development, and External Resources
Breaking down 'we have no digital talent' into hiring, in-house development, and external resources, comparing when each fits and its constraints, in a neutral look at SMB IT staffing.
中小企業DXIT人材
Business DX2026-07-09
A First Step into Generative AI for Regional Companies — Three Tasks to Try Free Today
A neutral guide to generative AI basics for regional SMEs: three free tasks to try today—drafting text, emails, and ideas—plus key precautions to keep in mind.
中小企業DX地方創生生成AI