Join @YuvalinTheDeep
, Senior Developer Advocate at @AI21Labs
, for a live webinar in partnership with @DataCamp
: The Four Gaps Between Demo Agents and Production Systems. If you're shipping agents to prod, this is where prototypes break and real systems begin. May 6 · 11am ET
AGENTS
-
Webinar: Bridging the Gap Between Demo Agents and Production Systems
By
–
-
Hermes AI Agent: Persistent Memory, Voice, and 100+ Skills
By
–
think Hermes is just another agent?
— Charly Wargnier (@DataChaz) 5 mai 2026
think again.
this thing is a BEAST 💥
what actually runs under the hood:
>Persistent memory
>Cron/webhooks
>Filesystem rollback
>17 platforms (4 with realtime voice!)
>100+ skills as slash commands@shmidtqq shows you where to start 👇 https://t.co/wcFoHE69Vo pic.twitter.com/KsCJPQ5Diathink Hermes is just another agent? think again. this thing is a BEAST what actually runs under the hood:
>Persistent memory
>Cron/webhooks
>Filesystem rollback
>17 platforms (4 with realtime voice!)
>100+ skills as slash commands @shmidtqq shows you where to start -
Claude Code Cuts Token Usage 3x with Context Engineering Layer
By
–
Claude Code used 3x fewer tokens with one change:
— Akshay 🚀 (@akshay_pachaar) 5 mai 2026
– Before: 10.4M tokens · 10 errors · $9.21
– After: 3.7M tokens · 0 errors · $2.81
I used Insforge Skills + CLI as the backend context engineering layer for Claude Code (open-source and local).
Repo: https://t.co/01v2PYDPpY… https://t.co/HD5Oswup5l pic.twitter.com/T1w1obWBaeClaude Code used 3x fewer tokens with one change: – Before: 10.4M tokens · 10 errors · $9.21
– After: 3.7M tokens · 0 errors · $2.81 I used Insforge Skills + CLI as the backend context engineering layer for Claude Code (open-source and local). Repo: https://
github.com/InsForge/InsFo
rge
… -
Developer Ships GitHub Rate Limit Cache and CLI Tool
By
–
Kept hitting @github rate limits across my agents. Shipped two things: – RepoBar got a JUICE METER
– gitcrawl is now also a drop-in gh cache → symlink it as gh, reads served from local SQLite https://
gitcrawl.sh https://
repobar.app -
gog 0.16 Released: Google Workspace CLI for Humans and Agents
By
–
gog 0.16 is out. Google Workspace CLI for humans and agents. Lossless raw API output, sanitized Gmail reads, safer command profiles, Drive inventory, Docs tabs, Sheets tables, Gmail filter export, and official Docker images.
-
Using Sub Agents to Generate Multiple Images Simultaneously
By
–
you can use sub agents to create multiple images at the same point
-
Open-Sourced Legal Agent Benchmark for AI Research
By
–
I am all for taking care of people who can’t change. Have advocated many times for that. You are the fascist. You want our families to continue seeing tragedies.
-
AI Agents Reproduce and Fix Bugs in Ephemeral Sandboxes with WebVNC
By
–
We can now reproduce issues directly in empheral crabboxes with WebVNC (Linux/Windows/macOS). Agents set up the exact state to test + fix and post videos on the PR. Working hard to level up our QA. http://
crabbox.sh -
Agentic Delegation Shifts to Long-Term Task Ownership
By
–
This is a subtle but very important shift:
agentic delegation isn’t just “do this now” anymore, it’s also “make sure this gets done, even later.” You’re delegating the work your future self used to carry.