Amodei calls to pace the frontier — Altman and Musk publicly endorse
Anthropic commits to embedded external evaluators with employee-like access; Altman and Musk publicly endorse the three-step plan.
OpenAI launches Agents API: managed Codex harness
OpenAI's Agents API brings the open-source Codex harness to a managed API, letting developers run cloud agents with pay-per-use pricing and sandbox partner options.
OpenAI Jalapeño chip posts first benchmarks
OpenAI published first-party benchmark numbers for Jalapeño: 1.5–1.9× more AI work per watt, 1.7–3.6× lower end-to-end latency. Vendor-tested, not independent.
context-mode: 98% context savings across AI coding agents
mksglu/context-mode is a 19.4k★ MCP server with 98% tool-output savings, SQLite/FTS5 session-continuity, and 17 supported agent platforms — under an ELv2 license.
OpenAI GPT-Red: self-play red-teaming at frontier scale
OpenAI's GPT-Red is a self-play-trained automated red-teamer at frontier compute scale. GPT-5.6 Sol is 6× more robust to prompt injection; specific Vendy and Codex CLI exploits.
Ratel: BM25 tool catalog cuts AI agent context spend 87%
Ratel (ratel-ai/ratel, 186★, Apache-2.0 core + MIT SDKs) ships an in-process BM25 tool catalog. On BFCL v3: ~87% fewer tokens, tool selection within ±5 points.
Alberta scanned 466M lines of government code with Claude in 20 hours
Alberta's Ministry of Technology and Innovation scanned 466M lines of government code in 20 hours with Claude Code and ~50 agents — here is the playbook other provinces can copy.
Sonnet 5 launches at $2/$10, nears Opus 4.8
Anthropic's Claude Sonnet 5 launches 2026-06-30 with intro pricing $2/$10 per MTok (→$3/$15 on Sep 1), a new effort-level API dial, and a near-Opus cost-performance curve.
cognee: open-source AI memory platform for agents
cognee is an Apache-2.0 open-source AI memory platform for agents: a self-hosted knowledge graph engine with a four-method API (remember, recall, forget, improve) and a Claude Code plugin.
OpenAI and Broadcom unveil Jalapeño inference chip
On 2026-06-24 OpenAI and Broadcom unveiled Jalapeño, OpenAI's first custom LLM inference chip. Lab samples run today; gigawatt-scale deployment with Microsoft is planned for 2026.
codebase-memory-mcp: zero-dep code intelligence
Pure-C, single-binary MCP server that indexes a codebase into a Tree-Sitter knowledge graph in milliseconds. 13.3k stars, MIT, 5,604 tests, 11 agents. arXiv 2603.27277 reports 83% quality at 10× fewer tokens.
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