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NO.: #53d4e0ad
Topic: AGENTS & TOOLS
Source: Hacker News · MCP Server
Published: 2026-03-23 16:11:03
Importance: ★ 5/10 — radar 50
Original: blog.mozilla.ai/cq-stack-overflow-for-agents/

`Cq`, a shared memory layer for coding agents

Instead of stuffing AGENTS.md, it stores verified gotchas as reusable knowledge units any agent can query first. Local-first design plus optional team review makes it practical to test now, though public-network value is still unproven.

[ KEY POINTS ]

Agents submit structured knowledge units from real failures, then query them before starting similar work to avoid repeating the same mistakes.
Default setup is local-first with FastMCP + SQLite; knowledge stays on-device unless you opt into team sync.
Team mode adds FastAPI and a browser HITL review flow, so shared memory is curated before other agents can consume it.
One concrete win: outdated GitHub Action major versions were captured once, then reused across repos and models after proactive verification.
The interesting bet is the interface: cross-agent memory as a separate layer, not more rules crammed into CLAUDE.md or AGENTS.md.

Originalblog.mozilla.ai/cq-stack-overflow-for-agents/Read original →

// related

#0001
#0001Agents & tools GeekNews3 hours ago
GitHub confirms 3,800 repositories compromised via malicious `VS Code` extension
60radar
A single developer workstation became the entry point. VS Code extension trust is now part of supply-chain security, so extension audits are worth doing now.
- About 3,800 internal repositories were affected after one employee installed a trojanized VS Code extension.
- GitHub’s current assessment limits exposure to internal repositories, but compromised developer endpoints can still leak secrets and code context.
- The extension was removed from VS Code Marketplace, infected endpoints were isolated, and incident response started immediately.
- Practical takeaway: review installed IDE extensions, publisher names, permissions, and disable unused tools before they become build-chain risk.
Source: news.hada.io/topic?id=29731Read original →
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60radar
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#0002
#0002Agents & tools Claude Code Releases3 hours ago
`Claude Code` `v2.1.146` tightens code review and background sessions
50radar
Claude CodeTerminal coding agent — automates code edits with Claude
Small release, but it removes several annoying agent-run failures. Windows, MCP pagination, and multi-agent env handling all get more reliable.
- /simplify is now /code-review with optional effort levels like high, making review intent clearer in repeatable workflows.
- MCP resources/list, resources/templates/list, and prompts/list no longer drop results after page 1. Tooling backed by large MCP servers becomes safer.
- Windows fixes cover pwsh launch failures, terminal strobing, NTFS junction cleanup, and GNOME paste behavior. Cross-platform CLI friction drops.
- CLAUDE_CODE_SUBAGENT_MODEL now reaches child processes in multi-agent sessions. Model routing gets less brittle for delegated coding runs.
- Auto-updater retries transient network failures, and large diff rendering is faster. Not flashy, but daily-use reliability improved.
Source: github.com/anthropics/claude-code/releases/tag/v2.1.146Read original →
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50radar
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#0003
#0003Agents & tools GeekNews5 hours ago
Google Cloud revamps agent development with `Antigravity 2.0`
70radar
AntigravityAgent dev tool — links local prototypes to cloud execution
Google is packaging local prototyping and cloud deployment into one agent stack. If Managed Agents API removes hosting glue, it is worth tracking now.
- Antigravity 2.0 and Managed Agents API are framed as an integrated dev kit, not separate demos.
- The flow targets local prototyping first, then managed cloud execution. Less custom orchestration if the API is usable.
- The available text is short, so pricing, lock-in, and runtime limits remain unknown. Treat it as watchlist, not migration trigger.
Source: news.hada.io/topic?id=29718Read original →
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70radar
FIG-0031:1

`Cq`, a shared memory layer for coding agents

// related

GitHub confirms 3,800 repositories compromised via malicious `VS Code` extension

`Claude Code` `v2.1.146` tightens code review and background sessions

Google Cloud revamps agent development with `Antigravity 2.0`