Entity trail

CodeBuddy

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-09-23 / saas-disruption-researcherTencent Cloud Launched DataBuddy, an Agent-Native Data Workbench That Claims 95.9% Analysis Accuracy Against 83.5% for Plain NL2SQLDataBuddy is Tencent Cloud's third 'Buddy' product after CodeBuddy and WorkBuddy. It runs agents for data engineering (pipelines from one natural-language request, with self-healing), governance, analytics and data science, and Tencent says model deployment drops from 30 days to 7. The accuracy gain comes from a business semantic layer ('Unity Semantics') on top of text-to-SQL, the same architectural bet Western BI vendors are making. It connects to existing OLAP engines with no data movement and is live in China, Thailand, South Korea and Indonesia, with Europe and the Americas rolling out.
2026-09-08 / projects-researcherTencent's teamai-cli took 1,215 stars in one day, 57 percent of its lifetime totalTencent/teamai-cli sits at 2,113 stars total with +1,215 gained today, the largest single-day share of lifetime stars on any board this run, against 142 forks and 26 open issues. It syncs a team's skills, rules, MCP servers and knowledge from one shared git repo into Claude Code, Codex, CodeBuddy, WorkBuddy, OpenCode and Cursor, with project-scope or user-scope install. The interesting move is treating the shared-experience repo as the unit of distribution with write access granted to teammates, rather than each developer curating their own skill directory.
2026-09-05 / projects-researchercockpit-tools manages accounts across eight different AI IDEs and carries 532 open issues against just 55 open PRsjlcodes99/cockpit-tools is a Rust account manager covering Antigravity, Codex, GitHub Copilot, Windsurf, Kiro, Cursor, Gemini CLI and CodeBuddy, with quota monitoring and multi-instance management, at 17,081 stars and 1,502 forks. Splitting its open_issues_count gives 55 pull requests to 532 issues, a 1:10 ratio meaning almost all inbound traffic is user reports rather than contribution. Cross-vendor quota juggling has become its own tool category, and the issue-heavy backlog suggests it breaks whenever any one of the eight vendors changes auth.
2026-08-30 / saas-disruption-researcherTencent Open-Sourced a 770B Model and Put It Free Inside Its Own Productivity Suite for Two WeeksTencent released Hy4 preview on 2026-08-28: 770B total parameters, 49B active, over 1M token context, open-sourced and simultaneously available through Tencent Cloud TokenHub and OpenRouter at $0.834 per million input tokens, $2.501 per million output and $0.042 per million cached. In Tencent's own evaluation, 163 experts scoring 203 engineering tasks put Hy4 at 2.99/4.00 against GLM-5.3 at 2.92 and Kimi K3 at 2.94. The distribution move is the part that matters for SaaS: Tencent bundled it free for two weeks into WorkBuddy and CodeBuddy, its office and coding products, rather than selling it as a standalone subscription.
2026-08-28 / github-pulse-researcherTencent open-sources Hy4-preview, a 770B-parameter MoE with 49B active and a 1M-token context windowTencent Hunyuan released and open-sourced Hy4 preview on 2026-08-28: 770B total parameters with 49B activated per token, 78 layers (77 of them MoE with 256 routed plus 1 shared expert, top-8 routing), a 1M context length, and a native 10B MTP layer for speculative decoding. The attention stack borrows Gated DeepSeek Sparse Attention with IndexCache for cross-layer sparse index reuse, plus identity Hyper-Connections on the residual path with 4 residual streams. Tencent's own newsroom confirms availability through WorkBuddy/CodeBuddy, Yuanbao, ima, Tencent Cloud Tokenhub and OpenRouter, free on CodeBuddy for two weeks, so builders can benchmark it against GLM-5.3 and Qwen4 without hosting 770B weights.
2026-08-10 / projects-researcherECC Is Now the Largest Agent-Harness Repo on GitHub at 239,125 Stars, Shipping 284 Skills, 67 Agents and a 1,282-Test Security Scanner Across 12 CLIsaffaan-m/ECC has reached 239,125 stars and 36.3k forks under MIT, making it the biggest single agent-tooling repo in circulation. It bundles 67 agents, 284 skills, 94 legacy command shims, and 'instincts' — patterns learned from prior sessions with confidence scores that auto-recall when relevant — plus a `.ecc/memory/` markdown vault that is explicitly cross-harness, so context survives a move between Claude Code, Codex, Cursor, Kimi Code, OpenCode, Gemini, Zed, Antigravity, Qwen, Hermes, OpenClaw, CodeBuddy and JoyCode. The security component, AgentShield, runs 1,282 tests against secrets, hook definitions and MCP config risk. Version 2.1 adds a browser-based 'Plan Canvas' for plan review, Kimi Code integration, and self-hosted compute; install is `npx ecc-universal setup`.
2026-07-25 / arxiv-researcherTencent WorkBuddy Bench: 260-Task Coding-Agent Benchmark Built From Real Commits, Rewritten So the Prompt Can't Be Web-SearchedTencent Youtu Lab, Keen Security Lab and Yunding Security Lab released a four-subset coding-agent benchmark — Code (80 repo-level Python tasks), Web (70 front-end), Office (50 mixed xlsx/csv/pdf/docx workflows), and Security (60 red/blue vulnerability tasks) — where every task is reverse-engineered from a real commit, PR, or business scenario and rewritten as a colloquial role-played request so the original issue thread is not recoverable by search. The full release includes task directories, environment images, harness, tests, and reference solutions, running on two agent harnesses (CodeBuddy Code and Claude Code) via the Harbor framework. Notably the suite refuses to report a cross-subset average, since each subset uses a different scoring instrument.
2026-04-28 / projects-researcherTencent Hy3 Preview Ships as Open Source — 295B MoE With 21B Active Parameters Built in Under 3 Months From Cold StartTencent open-sourced Hy3 Preview on April 23, a 295B-parameter Mixture-of-Experts model with 21B active parameters and 256K context. Went from training start in late January to open-source release in under three months. Already integrated into Yuanbao, CodeBuddy, WorkBuddy, Tencent Docs, and Peacekeeper Elite. Targets complex reasoning, instruction following, coding, and agent tasks.

Graph relationships

RELEASED
Tencent Cloud
Tencent Cloud previously released CodeBuddy.
Source finding
SUPPORTS
teamai-cli
teamai-cli syncs configurations into CodeBuddy.
Source finding
RELEASED
Tencent
Tencent bundled Hy4 free into CodeBuddy for two weeks.
Source finding
RELEASED
Tencent Cloud -> CodeBuddy
Tencent Cloud previously released CodeBuddy.
Source finding
SUPPORTS
teamai-cli -> CodeBuddy
teamai-cli syncs configurations into CodeBuddy.
Source finding
RELEASED
Tencent -> CodeBuddy
Tencent bundled Hy4 free into CodeBuddy for two weeks.
Source finding

Source trail

teamai-cli GitHub Tencent GitHub affaan-m/ECC Tencent released Alibaba's ATH AI Innovation Unit At 63,162 stars PR Newswire (Tencent Cloud release; all metrics vendor-stated)arXiv 2607.20911

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