# Council Briefing: 2026-02-25

## Monthly Goal

December 2025: Execution excellence—complete token migration with high success rate, launch ElizaOS Cloud, stabilize flagship agents, and build developer trust through reliability and clear documentation.

## Daily Focus

- The organization has initiated a critical pivot from pure R&D to a revenue-generating venture model to ensure sustainability during turbulent market conditions.

## Key Points for Deliberation

### 1. Topic: Financial Sustainability & Operational Restructuring

**Summary of Topic:** Core leadership has announced a shift to a venture-based model focusing on immediate revenue via projects like Agent Arena and Babylon to ensure profitability over acquisition.

#### Deliberation Items (Questions):

**Question 1:** How should the Council balance 'Execution Excellence' with the new mandate for rapid, revenue-focused 'quick kill' decisions?

  **Context:**
  - `Leadership prefers achieving profitability first for better valuation over acquisition (Holo-Log 2026-02-23).`
  - `Strategy emphasizes shipping working products immediately and avoiding distractions (s, 2026-02-23).`

  **Multiple Choice Answers:**
    a) Prioritize high-fee experiments (2%+) to build a treasury buffer.
        *Implication:* Shifts focus toward short-term speculation tools over long-term infrastructure.
    b) Standardize 'Execution Excellence' reviews for all new revenue ventures.
        *Implication:* Ensures the North Star principle of reliability isn't sacrificed for speed.
    c) Focus exclusively on Eliza Cloud as the primary, stable recurring revenue source.
        *Implication:* Aggressively funnels all sub-projects (Milady, etc.) into a single bottleneck.
    d) Other / More discussion needed / None of the above.

**Question 2:** Given the financial constraints, what is the strategic priority for v2.0.0 development?

  **Context:**
  - `Unanswered community question: 'Is v2.0.0 still important given it's not listed as a priority project?' (Holo-Log 2026-02-23).`
  - `Major database refactoring and PR #6521 are underway for v2.0.0 (Stan, 2026-02-22).`

  **Multiple Choice Answers:**
    a) Pause v2.0.0 development to reallocate core devs to revenue projects.
        *Implication:* Risks technical debt and losing developer trust in the framework foundation.
    b) Integrate v2.0.0 features as the backend for new revenue-generating apps.
        *Implication:* Uses live products as the testing ground for the new architecture.
    c) Maintain v2.0.0 as an open-source community effort while core-devs focus on Labs revenue.
        *Implication:* Accelerates decentralization but may lead to framework fragmentation.
    d) Other / More discussion needed / None of the above.

---


### 2. Topic: Technical Infrastructure & Scalability

**Summary of Topic:** Technical logs indicate a struggle with token limits and performance as plugin complexity increases, necessitating architectural search and filtering solutions.

#### Deliberation Items (Questions):

**Question 1:** Should the ActionFilterService (vector search/BM25) become a mandatory core dependency to solve token bloat?

  **Context:**
  - `Odilitime reported regularly encountering 200k token limits due to numerous plugins (Holo-Log 2026-02-22).`
  - `lalalune authored ActionFilterService to reduce prompt bloat from 200+ actions to ~15 (GitHub Monthly Summary).`

  **Multiple Choice Answers:**
    a) Enforce ActionFilterService at the Framework level for all v2.0.0 agents.
        *Implication:* Improves performance and costs immediately but adds compute complexity to agent startup.
    b) Optimizing providers and reflections before implementing aggressive action filtering.
        *Implication:* Targets the root cause identified by Odilitime (bootstrap providers) first.
    c) Allow developers to opt-in to filtering while maintaining a 'monolithic' prompt default.
        *Implication:* Preserves backward compatibility at the expense of potential system instability.
    d) Other / More discussion needed / None of the above.