Add a checked three-slide section to PowerPoint with Claude
Use Claude for PowerPoint to draft three slides in a copy of an existing deck, then check every claim, source label, editable object and layout before keeping it.
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AI Agents & Automation
Explore BIG CHANGE reporting on AI Agents & Automation: what changed, how it works and why it matters.
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Run one Hermes Agent gateway on a VPS and check a private Telegram reply
Set up one version-checked Hermes Docker gateway on a Linux VPS, admit one private Telegram sender, verify an actual reply, then check restart and stop controls.
Check decisions and owners in one Outlook thread with Claude
Summarize one authorized Outlook conversation with Claude, then open every cited email before keeping decisions, open questions or owner assignments.
Compose Claude Code skills for three checked drafts from one approved source
Use four separate Claude Code skills to inventory an approved written source, draft LinkedIn, newsletter and ad copy, then check file hashes and claims before human review.
Build a local browser voice conversation with OpenAI Realtime
Build a local browser microphone conversation with OpenAI Realtime over WebRTC. The full server and page code keep the API key on the server and show how to check playback, stop the microphone and handle failures.
Hand over a Claude Code skill that checks FAQ changes against an approved source
Package a team FAQ source-check procedure as a versioned Claude Code project skill, then hand off its inputs, conflict check, owner and recovery path.
Back up a Hermes Agent setup to private GitHub and check recovery
Create a full Hermes data backup, encrypt it before pushing to private GitHub, schedule no-agent runs, and check retrieval and import on a separate machine. Documentation-based guide.
How to inspect context and continue a Claude Code session
Inspect a Claude Code session's context and loaded instructions, compact when needed, then check the task state against real files and acceptance checks before continuing.
Set up a skill-backed recurring Hermes job and verify its first run
Create one paused, skill-backed Hermes job, check its settings and first scheduled report, then pause or recover the same job. Documentation-only guide.
Set up an Archon-backed software factory and review one issue
A pinned maintainer guide to planning and reviewing one Archon-backed coding issue, from product mission and runtime checks to a human merge decision. BIG CHANGE has not run the factory.
Build a personal AI news digest with a coding skill
A source-pinned guide to the coding skill's news-digest workflow, with checks for collection, deduplication, filtering, uncertain decisions, links and delivery controls. BIG CHANGE has not run it.
Check one Agent-Native action through chat and a React page
Call the Chat template's hello action from agent chat and a React route, change one return value, and compare the documented results while checking for tool invocation evidence.
Audit one coding-agent session with AgentsView
Find a known local coding-agent transcript in AgentsView, inspect its logged tokens and cost provenance, and read a bounded day report without treating estimates as bills.
A robotic welding model tests power control before physical trials
An ISPARK preprint joins a weld-pool model, a fast surrogate and a simulated robot. Its corner test compares modelled widths; physical welding validation remains ahead.
How OpenRouter Armor screens tool calls, and when the client must stop them
OpenRouter Armor classifies proposed tool calls against developer rules. Responses and Chat Completions can withhold flagged calls; Messages compatibility leaves the client responsible.
Hy Memory 2.0 gives agents three ways to keep context
Tencent's Hy Memory 2.0.1 SDK separates chat, work and coding recall. Its MemHub app has source but no public release artifacts; integrations still need model endpoints and explicit access boundaries.
How to connect a shopping agent to Shopify’s Shop MCP
Shopify's new Shop MCP connects catalog search, merchant carts and checkout. This documentation-based guide shows the setup, shopper approval step and order verification boundary.
Inspect an Electron app's behavior with REA
REA maps modules and Electron boundaries in a local app. This guide shows how to trace one feature through its evidence and check the behavior separately.