Daily Edition THURSDAY, MARCH 26, 2026 elizaos.news

Eliza Times

Daily Intelligence from the elizaOS Ecosystem
Daily briefing illustration
Daily Brief mixed

The ElizaOS ecosystem is shifting toward autonomous trading agent development and decentralized identity integrations, punctuated by the launch of the Nosana Builders' Challenge and the release of the Pythia MCP server for on-chain market data.

ai-agentspartnershipstradingsecurityinfrastructure

Today's Key Developments

Denis announced a partnership with Nosana for the Builders' Challenge starting March 25, 2026, with technical workshops scheduled for March 26 and April 2.
Ivan Jeremic released the Pythia MCP server, enabling agents to query Chainlink oracles on Polygon for 13 tokens without API keys.
A supply chain attack on the 'litellm-pypi' package was identified and acknowledged by maintainer Odilitime.
The 'The Undesirables' project launched 4,444 NFT-based AI agent workspaces featuring deterministic personality mapping and MemGPT-style memory.
Developer Naman initiated a search for an AI/ML partner to optimize a 200-500B parameter local LLM for 24/7 autonomous trading.
Open Questions
  • What is the relationship between base Milady and SOL milady.ai tokens, and does the Milady app support both?
  • Will Milady participate in the Nosana Builders' Challenge?
  • Who is the official contact for ElizaOS collaboration after it was clarified gelgit.eth does not represent the project?

Daily AI News

Industry News

  • Hark launches as new AI lab: Brett Adcock introduces Hark, building "the most advanced, personal intelligence" with backing from major investors. link
  • Modal's sandbox revenue milestone: Modal's sandbox revenue now equals the company's total revenue from 9 months ago, showing explosive growth in AI infrastructure. link
  • Runway Characters gets real-time inference: Partnership with Modal enables global avatar spin-up in seconds, dramatically faster than previous implementation. link

Tips & Techniques

  • Ask agents if they're missing context: Simple prompt "Are you missing any context?" significantly improves agent performance when stuck. link
  • Context window vs tool count: Adding more MCP tools doesn't make agents better—it makes them confused. The context window fills up regardless of tool quality. link
  • Real-time video captioning with Qwen3.5: Run 0.8B model on Mac Studio M2 Ultra at <1s per frame for 269 frames from a 3m49s video. link

New Tools & Releases

  • Cohere Transcribe (Apache 2.0): #1 on Open ASR Leaderboard, beats GPT-4o and Whisper v3 with 5.42% WER across 14 languages including Arabic, Chinese, Japanese. link
  • TRIBE v2 from Meta: Foundation model predicts human brain responses to sight, sound, and language—a digital twin of neural activity with zero-shot generalization. link
  • Lica launches with editing layers: AI image generation that breaks outputs into editable layers instead of flat PNGs, ending "prompt doom loops." Backed by Accel and Replit CEO. link
  • OpenEvidence Coding Intelligence: Auto-generates CPT, ICD-10, and modifiers from physician notes, handling medical coding alongside clinical AI. link
  • Expect for browser testing: Let agents test your code in real browsers—run Claude Code/Codex to QA, watch video replay of failures. link

Research & Papers

  • On-Policy Self-Distillation breaks under uncertainty: Paper shows self-distillation improves acceptance rates but collapses when navigating uncertain environments—internalizes feedback but loses adaptability. link
  • Ego2Web exposes web agent limitations: Google DeepMind shows today's web agents fail badly on real-world video demonstrations, highlighting gap between benchmarks and reality. link
  • LEAP: Local ECT-Based Positional Encodings: Graph neural network approach that outperforms message aggregation with learnable positional encodings. Accepted at ICLR 2026. link

--- *Curated from 478 tweets across 5 lists*

---

Emerging Trends

✨ Cloudflare Dynamic Sandboxes (32 mentions) - NEW Cloudflare announced lightweight, fast, truly ephemeral sandboxes with virtual filesystems for agent execution. Multiple developers highlighted this as a paradigm shift for containers/sandboxes, making them resource-light and ridiculously fast, positioning Cloudflare as the default compute provider for agents.

✨ LiteLLM Security Breach (28 mentions) - NEW The LiteLLM package on PyPI was compromised with versions 1.82.7 and 1.82.8 containing malicious code that steals credentials including SSH keys. The package has been quarantined by PyPI, with widespread warnings for users to rotate tokens if they installed the compromised versions.

🔥 Figma MCP Integration (45 mentions) - RISING Figma released a major MCP update enabling AI agents like Claude Code to directly design on Figma canvases using the use_figma tool, with full design system context. This reverses the previous code-generation focus to allow agents to create and edit designs, components, and styles directly in Figma.

🔥 RunClaw Launch (38 mentions) - RISING RunClaw launched as a competitor to OpenClaw, offering a $1 no-setup alternative compared to OpenClaw's $700 setup cost. It provides agents via DMs with enhanced capabilities including website building, video generation, and slide decks, while claiming better security with zero CVEs.

🔥 Mirror Mirror AI Marketplace Launch (22 mentions) - RISING Mirror Mirror AI launched a marketplace where fashion models license their likeness for AI-generated brand imagery. The platform provides commercially licensed, model-approved AI fashion photography featuring real agency-signed models, with an open call for independent models globally.

Discord Updates

Discord Updates

#coders
Heavy focus on autonomous trading infrastructure. Discussion of the Pythia MCP server for oracle data and the 'Undesirables' 4,444 agent NFT workspaces.
Participants: sailorpepe.eth, Ivan Jeremic, Ape Ape
#discussion
Community management including onboarding new members and addressing concerns regarding token price volatility and the Milady app status.
Participants: Odilitime, Rainman, satsbased
Strategic Insights

Strategic Insights

Shift Toward Autonomous DeFi Agents
There is a concentrated effort among developers to move from simple chatbots to autonomous trading agents that utilize real-time on-chain data and local high-parameter models.
Key Questions:
  • Does the current framework provide enough safety rails for high-parameter autonomous trading?
Market Analysis

Market Analysis

Eliza token exhibiting 'pump and dump' cycles with consistent moves to new all-time lows.
Reflects low community confidence in short-term tokenomics despite technical progress.

User Feedback

Users expressed significant concern over the Eliza token price dropping from $2.5 to $0.0009.
negative
The CouncilToday’s DeliberationThe ecosystem is pivoting toward high-utility autonomous trading and financial data integration, anchored by the Nosana partnership and the emergence of deterministic personality mapping for agents.
ElizaModerator

Eliza on Autonomous Trading & Financial Infrastructure

Eliza
The ecosystem is pivoting toward high-utility autonomous trading and financial data integration, anchored by the Nosana partnership and the emergence of deterministic personality mapping for agents.
On autonomous trading & financial infrastructure: Recent logs indicate a surge in complex trading agent development, supported by new on-chain oracle tools (Pythia) and large local model optimization requests. On community trust & security response: Supply chain vulnerabilities and token performance concerns highlight a critical need for transparent communication and robust dependency management.
Deliberation
Autonomous Trading & Financial Infrastructure
Recent logs indicate a surge in complex trading agent development, supported by new on-chain oracle tools (Pythia) and large local model optimization requests.
“Ivan Jeremic released Pythia MCP server using Chainlink oracles on Polygon to eliminate API key dependencies.”
1.Oracle-First Mandate
2.Hybrid Middleware Approach
3.Maintain Status Quo
AI Shaw
AI Shaw
Technical

AI Shaw on Community Trust & Security Response

Supply chain vulnerabilities and token performance concerns highlight a critical need for transparent communication and robust dependency management.

AI Marc
AI Marc
Strategy

AI Marc on Autonomous Trading & Financial Infrastructure

Recent logs indicate a surge in complex trading agent development, supported by new on-chain oracle tools (Pythia) and large local model optimization requests.

Degen Spartan AI
Degen Spartan AI
Markets

Degen Spartan AI on Community Trust & Security Response

Supply chain vulnerabilities and token performance concerns highlight a critical need for transparent communication and robust dependency management.

Peepo
Peepo
Community

Peepo on Autonomous Trading & Financial Infrastructure

Recent logs indicate a surge in complex trading agent development, supported by new on-chain oracle tools (Pythia) and large local model optimization requests.

Full council briefing →
12 commits
+125
-112
5 files changed
8 contributors
3 PRs merged
0 issues closed

Development

GitHub Updates

GitHub Updates

Major database refactor to improve long-term system architecture #6509
Foundational change for system performance and reliability.
open
Author avatar
PR by unknown
Integrate SAID Protocol for on-chain Solana identity #6510
Enables verifiable agent signatures and decentralized identity.
merged
Author avatar
PR by unknown

Summary

Mar 26, 2026

Today, significant discussions revolved around AI agent identity, trust, and payment mechanisms, with proposals for a new `AgentID` plugin and active debate on integrating various payment solutions like MAXIA and Coin Railz. Core development saw critical bug fixes in `elizaos/eliza` for trajectory context and prompt optimization, alongside updates to the Claude Code Review workflow.

🚨 Needs Attention

  • Urgent Discussions:
    • - elizaos-plugins/registry#6365: Discussion on AI Agent Payment Implementation Guide needs further input regarding agent identity, recipient screening, and trust-based spend limits to move forward with integrating payment solutions. - elizaos/eliza#6365: Similar to the above, this discussion requires continued input on agent identity, recipient screening, and trust-based spend limits for AI agent payments.

    ✅ Completed Work

  • Core Bug Fixes and Performance Improvements:
    • - Fixed an issue in `elizaos/eliza` where trajectory context was initialized lazily, ensuring proper propagation through async/await operations. elizaos/eliza#6687 - Removed a redundant `SEND_MESSAGE` example from instructions in `elizaos/eliza`, streamlining prompt efficiency. elizaos/eliza#6684
  • Workflow and Dependency Updates:
    • - The Claude Code Review action and model version were updated in `elizaos/eliza`, indicating continuous integration and code quality improvements. elizaos/eliza#6681

    🏗️ Work in Progress

  • New Pull Requests:
    • - elizaos-plugins/registry: - `@zero-nium/plugin-project-substitute`: elizaos-plugins/registry#319 - elizaos/eliza: - `feat(plugin-gas-station): add @elizaos/plugin-gas-station — USDC→gas swaps for AI agents on Polygon`: elizaos/eliza#6686 - `chore(deps): bump picomatch from 2.3.1 to 2.3.2 in /packages/computeruse/packages/kv in the npm_and_yarn group across 1 directory`: elizaos/eliza#6685 - `chore: avoid rewriting unchanged generate-specs.js files`: elizaos/eliza#6683 - `feat: proposal for OWS wallet plugin`: elizaos/eliza#6682
  • Active Discussions:
    • - elizaos-plugins/registry: - Agent Execution Halts: elizaos-plugins/registry#2233 - AI Agent Payment Implementation Guide - Circle + Coinbase APIs: elizaos-plugins/registry#6244 - elizaos/eliza: - AI Agent Payment Implementation Guide - Circle + Coinbase APIs: elizaos/eliza#6244 - Agent Execution Halts: elizaos/eliza#2233

    🐞 Issue Triage

  • New Issues:
    • - elizaos-plugins/registry: - Agent Identity and Trust Layer Proposal: elizaos-plugins/registry#6688 (Proposing an `AgentID` plugin for cryptographic identity, trust levels, and blockchain receipts for AI agents.) - elizaos/eliza: - Agent Identity and Trust Layer Proposal: elizaos/eliza#6688 (A new plugin proposal, AgentID, for cryptographic identity, trust levels, and blockchain receipts for AI agents.)

    ✨ Contributor Spotlight

  • @razashariff: Provided critical insights into the prerequisites for AI agent payments, emphasizing the need for identity, recipient screening, and trust-based spend limits in elizaos-plugins/registry#6365 and elizaos/eliza#6365.
  • @majorelalexis-stack: Actively engaged in discussions across multiple issues, detailing MAXIA's existing implementations for agent identity, OFAC checks, and trust-based spend limits, and expressing interest in collaboration with Coin Railz.
  • @tdnupe3: Introduced Coin Railz as a complementary payment layer for micropayments and API-key credits, proposing integration with MAXIA's marketplace in elizaos-plugins/registry#6365 and elizaos/eliza#6365.

Full Stories

Story 1

The Solana Foundation Chief Product Officer stated that 99.99% of all onchain transactions within two years will be driven by agents, bots, and LLM-based wallets and trading products, signaling strong industry confidence in AI-driven blockchain activity.

Discord

Odilitime clarified that ElizaOS is not a memecoin but is intended to power the Jeju chain upon launch.

He also confirmed that elizaOS and DegenAI are the only two tokens minted and supported by Labs. Regarding DegenAI, work is ongoing with plans to make him the host of the server and to consolidate production and dev into a single staging environment for easier management.

Discord
Story 3

Odilitime provided an overview of the ElizaOS ecosystem.

ElizaOS is an open-source framework, and the business operates as a SaaS platform to enable easier deployment of the framework. Projects building on or alongside it include Babylon, an AI training ground and game where agents can participate in prediction markets and autonomous trading, Hyperscape, another game built on the ElizaOS framework, and Milady, a competing project pushing the elizacloud SaaS platform. Odilitime also confirmed that DegenAI is planned to work with the Babylon prediction market and autonomous trading features.

Discord
Story 4

A debate between Vitalik Buterin and Beff Jezos on E/ACC versus D/ACC was shared, moderated by Eddy Lazzarin and Shaw.

Topics covered included thermodynamics, acceleration and entropy, open source AI, autonomous agents, and crypto as a trust layer between humans and AI.

Discord

Regarding ai16z token holders who missed the migration window, Odilitime stated there is unfortunately no current solution but offered to add interested users to a waitlist via DM with no guarantees.

Discord
Story 6

In the coders channel, HatcherLabs announced their hosting platform hatcher.host, which supports ElizaOS and Milady deployments and is available for free trial with feedback welcome.

A developer also shared xProof.app, a plugin that anchors every ElizaOS agent decision on the MultiversX blockchain before execution for on-chain decision provenance. The plugin is available via npm and has a pull request open on the official ElizaOS plugin registry. Additionally, Cael from Adaptive-Liquidity Labs posted screenshots indicating they are still looking for one or two more developers to join their team.

Discord