1) Full end-to-end AI software automation is near.
At Nexus, we have the goal of achieving full end-to-end automation of our software production system by end of year. We are experimenting with this via a fast iteration closed-loop self-improving system. I think it's quite interesting, so I want to share publicly as I haven't seen too many engineering teams talk publicly about findings like this yet.
In our tests, each autonomous improvement cycle has the following structure:
- 1. Pre-planning: High-level architectural goals
- 2. Planning: Medium-level planning and spec authoring, including specs for all tests, benchmarks, regression tests, etc.
- 3. Execution: Full end-to-end agentic implementation cycle spanning 1-2hrs of autonomous work. This is the bulk of the productive session where the actual code is written, tested, and progressed.
- 4. Evaluation: Complete running of tests, benchmarks, telemetry and profiling of the post-execution state system
- 5. Retrospective: Thorough retrospective of the end-to-end run, including telemetry of the agent itself, such as cost, tokens used, times context limits were hit, etc.
- 6. Self-improvement: Reasoning based on execution metrics and meta-level metrics about the agentic system itself
The view below shows a 3D visualization of 29 generations of a self-improving codebase authored by our E2E automation system
Node Runners Season 2 is live. Node Rush has begun.
New quests, Cache Strikes, and a fresh wave of collectible NFT glyphs mark the next phase of proving on Nexus.
Read the blog to learn how prospecting the Grid works:
https://t.co/nBIptQGXTm
The global financial system is in crisis.
Rising transaction volumes, increasingly automated strategies, and geopolitically fragmented institutions are exposing the limits of trust-based infrastructure.
Verifiable finance matters now.
https://t.co/wRbWivQ0eN
Introducing USDX — the native dollar of the Nexus economy.
A shared settlement layer for all apps, trades, and markets on Nexus.
One asset. Unified liquidity. Protocol-native incentives.
Capital is converging, and USDX is its native home.
Read more: https://t.co/aTv7gC7OTA
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Today, we’re launching the Nexus Creator Academy: a global invitation to build culture and clarity around crypto, verifiability, and financial infrastructure.
https://t.co/nSmUMuZ3zm