CEREBRO
machine-read, human-curated
Coding agents & LLM mechanics
- OpenAI whitepaper on treating Codex as persistent workspace — context preservation across long-running multi-session work, relevant to how you'd structure autonomous goal runs.
- GPT-5.6 (Sol/Terra/Luna) launches publicly Thursday, broad preview rollout starting now.
- Early takes on GPT-5.6: strong at computer use, fixed front-end design gaps and runs unattended for a day without /goal, praised as best model tried, front-end finally fixed — all third-party hype, no benchmarks yet.
- Anthropic's "J-Space" paper describes an internal workspace where Fable holds concepts before responding; someone built a skill to expose it (skill download) — caveat noted it's self-report, not raw activations.
- Matt Pocock's proxy-and-trim method cuts Claude Code system prompt from 21.6K→13.6K tokens (~37% saved per turn) by intercepting what actually gets sent and stripping cruft via settings.json — directly reusable for your own CC setup (thread start, replicated result, ask for harness-agnostic proxy tool).
- Claude Code ships Artifacts: interactive shareable pages (PR walkthroughs, dashboards) from a session, beta on Team/Enterprise.
- Fable 5 access on paid plans extended through July 12.
- Matt Pocock teasing Skills v1.1: /wayfinder, /to-spec, /to-tickets, Martin-Fowlerized /code-review, /triage on external PRs — shipping this week.
- GLM 5.2 called incredible but not truly self-hostable / not comparable to Fable — pushback on positioning claims.
- Theo's stance: review much less of your code than 5 years ago — trust-the-agent argument, worth weighing against your own review habits.
Vibe-coding / agent-driven builds
- levelsio had Claude Code build+run an iOS Swift app via SSH into a rented MacinCloud Mac Mini from his Hetzner VPS — VPS-only coding workflow, cloud Mac as build target (setup thread).
- Same pattern for automating UberEats orders: Claude Code + Playwright, login once, then natural-language commands.
- Fable used to write an original NES game in 6502 assembly from scratch, runs within real cartridge constraints — stress-tests low-level/constrained-target code generation.
Agentic SaaS / infra
- MagicPath 2.0: multiplayer canvas where humans + Codex/Claude Code co-design/build prototypes live.
- agents-cli: ships AI agents onto Google Cloud, driven from your coding agent.
- NanoKVM-Go: gives an AI agent physical KVM control over any screen — hardware-level computer-use.
- Uber: 99% of engineers use AI tools, 70%+ PRs agent-attributed, 2,500+ internal agent skills — large-scale agentic adoption data point.
Signals
- Codex-maxxing for long-running work
- GPT-5.6 Sol, along with Terra and Luna, will launch publicly this Thursday. We’re expanding preview access globally now. https://t.co/Uk5Hc…
- Anthropic's new J-Space paper is fascinating. It describes an internal workspace where Claude keeps concepts in mind before they appear in…
- agents-cli
- I forgot to mention this gpt-5.6-sol is world leading in computer use. It made me use it 100x more. When we lost access to 5.6, I quickly s…
- I can finally talk about 5.6. I’ve been testing it for months and, without exaggeration, it’s the best model I’ve ever used. Fast, smart, g…
- Here's a step-by-step process to kill all the bloat from your Claude Code system prompt: 1. Run a proxy so you can see exactly what gets se…
- Turns out it's trivial to build, and it's sent me on a quest to remove the INSANE amount of bloat in CC's system prompt
- Apparently I'm allowed to talk about GPT-5.6 now? It's a damn good model. Not quite as "smart" as Fable, but it is incredibly capable. Fixe…
- Introducing MagicPath 2.0. MagicPath is now a multiplayer canvas for humans and agents like Codex or Claude Code to design and build with A…
- Of course this isn’t activation access. It’s structured self-report, the paper’s own finding is that what Claude reports is causally read o…
- New in Claude Code: Artifacts. Interactive pages built from your session, like a PR walkthrough or a living project dashboard, shared with…
- RT @jalendport: Followed this excellent tip by @mattpocockuk to trim Claude Code's system prompt based on my usage history, and here is wha…
- Skills v1.1 cooking /wayfinder goes live, /to-spec & /to-tickets, improvements to /writing-great-skills, /research skill, Martin Fowler…
- Agentic AI adoption is on fire at @Uber, and it's changing the way we build, not just in engineering, but across the entire company. Today,…
- 🤯 And it worked! It made a basic iOS app in full Swift then made a screenshot and sent me a link to check it! It made it on my Hetzner VPS…
- GLM 5.2 is an incredible model. I wish people would stop pretending it is self-hostable and that it compares to Fable.
- You can download the skill here. https://t.co/dc39K5jbMX
- Fable is extremely good at writing original NES games in assembly. Here it designed an original game graphics, soundtrack, everything from…
- Are there any good tools for proxying around Claude Code for reading the raw stuff that gets sent to Anthropic? Bonus points if it's harnes…
- NanoKVM-Go
- We're extending access to Claude Fable 5 on all paid plans through July 12.
- 🍌 Got so lazy to order stuff on UberEats that I asked Claude Code to do it Very easy, it just installs Playwright and then you login once…
- So @marckohlbrugge told me to finally make a Nomads iOS app today But I didn't want to do it locally because I only Claude Code on VPS now,…
- You should be reviewing a MUCH smaller % of your code today than you were 5 years ago. If your code is so important it needs every line ver…
Sources & citations
| Source | Fetched | In briefing |
|---|---|---|
| x | 202 | 22 |
| rss | 40 | 3 |
| github_trending | 0 | 0 |
| gmail | 0 | 0 |
| hackernews | 0 | 0 |
| ossinsight | 0 | 0 |
| 0 | 0 | |
| showhn | 0 | 0 |
| yc_launches | 0 | 0 |
| yc_rfs | 0 | 0 |
| total | 242 | 25 |