AIWG - July 2026 Report
AIWG became easier to move, search, and run across coding tools, with stronger release checks, portable skills, session import, and Cockpit controls.
AIWG Blog
AIWG Blog
Engineering notes, release context, and practical guidance for teams using AIWG.
Your agent should search the toolbox before pretending it knows every tool
Discovery-first agent tooling turns a giant prompt menu into a debuggable routing layer: ask by intent, inspect the match, then run the right capability.
If your agent workflow only lives in chat, you do not have a workflow
A practical test for whether an agent workflow is portable: can the project carry the capability, can another operator discover it, and can a handoff survive without private prompt memory?
AIWG — June 2026 Report
A new dashboard to watch and steer your AI agents, search that finds the right tool from plain words, support for more AI tools, and leaner startup context that keeps agents reliable.
Your agents, your desktop: the AIWG Cockpit (and what shipped in June)
June shipped provider #11, declarative Flows, and cross-stack Missions. Next: AIWG Cockpit — a local desktop control plane that sits on top of every agentic stack you run, never replacing one. The groundwork is in; here's the design.
AIWG now works with 11 AI coding tools — what's new in 2026.6.0
AIWG 2026.6.0 adds an 11th AI coding tool, makes it much easier to get AI assistants working together, and turns a pile of research papers into something you can actually search. Here's a plain-language tour.
AIWG — May 2026 Report
The biggest month yet: a major stable release, signed and verifiable packages, a guided setup wizard, per-project customization without forking, and steady updates all month.
How AIWG builds your customized system prompt (and command set)
AIWG doesn't ship one static system prompt. It assembles a per-session prompt and command set from your workspace state across ten AI tools, then regenerates it cleanly as your setup changes. Here's the mechanism — and how to hook your own agent in.
What's been happening with AIWG since 2026.3.x
A retrospective on the quiet stretch since March: what the 2026.5.x line actually means — project-local artifacts, the kernel pivot, discover-first, the Hermes audit — and the work behind it.
AIWG — April 2026 Report
A month of public test builds: the 'Autonomous Systems' release line ran on npm's next channel all month, bringing a web dashboard, pick-your-own storage, and agents that follow your git rules.
AIWG — March 2026 Report
A heavy shipping month: skills became the core building block, AIWG learned two new tools (OpenClaw and Hermes), a searchable project index arrived, and an always-on daemon took its first steps.
AIWG — February 2026 Report
AIWG's biggest month yet: every supported AI tool now gets the full toolkit, releases publish to npm on their own, and three new frameworks arrived — research, media curation, and digital forensics.
AIWG — January 2026 Report
AIWG's first full month as a public npm package: an agent loop that retries until the job is done, issue tracking from your chat, steering flags on every command, and setup fixes across all eight supported tools.
AIWG — December 2025 Report
Launch month: AIWG went public on npm, added four more AI coding tools, and gained skills, artifact-building agents, and its own docs site.
AIWG — November 2025 Report
A build month before launch: AIWG learned to run on Factory AI, let you pick your own model, gained a new marketing framework, and grew a real codebase with tests.
AIWG — October 2025 Report
A big build month: AIWG took shape as guided workflows, specialized agents, and templates for planning, building, testing, and shipping software with AI. Nothing shipped to users yet.
AIWG — September 2025 Report
AIWG grew from a writing guide into a framework, with a set of focused AI helpers, ready-to-use commands, and a bigger list of robotic phrasings to avoid.
AIWG — August 2025 Report
The very first build of AIWG — then called the AI Writing Guide — a set of tips that help AI write like a real person instead of a robot.