Anthropic Rewrites Claude API After 3 Years, Removing Temperature Controls
Anthropic ships its first versioned Claude API release since 2023, dropping temperature controls, legacy fields, and the old X-Api-Key header.
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Microsoft's PDD Kit Makes Formal Math Proofs a Gate for AI Rust Code
Microsoft Research and GitHub Next release the Proof-Driven Development Kit in research preview, pairing LLM agents with Verus to formally verify Rust code against specs.
Anthropic's Claude Security Now Tracks and Fixes Over a Million Code Vulnerabilities
Anthropic's code vulnerability scanner now runs continuously on connected repos, tracks fixes automatically, and plugs into dev workflows via API and MCP.
MonoCode Unifies Claude Code, Codex and Cursor Into One Desktop App
MonoCode wraps Claude Code, Codex, Cursor CLI, and OpenCode in a single native desktop app, turning terminal agents into tabbed GUI sessions.
AgentionAI's Gyro-Coder Squeezes a 125B Coding Model onto a 24GB GPU
A 125B mixture-of-experts coding model squeezed onto a single 24GB consumer GPU through evolutionary expert pruning and 2.125-bit trellis quantization.
Vercel Ships a Bash Tool That Gives AI Agents Real Shell Access
Vercel's AI SDK ships a first-party Bash tool that gives agents a shell, with pluggable sandboxes ranging from in-memory to full VMs.
Inception's Mercury 3 Hits 1,000 Tokens per Second With 1M Context
Inception's Mercury 3 is a diffusion-based language model that generates over 1,000 tokens per second while matching frontier speed-tier quality.
Anthropic's Claude Ran 64 Hours to Design 17 Scorpion Antivenom Proteins
Anthropic let an internal Claude model run a 64-hour autonomous protein design campaign, producing 17 lab-validated binders against scorpion neurotoxins from four regions.
Factory's Droid Now Turns Linear Tickets Into Pull Requests Autonomously
Factory's Droid agent now hooks into Linear so assigning an issue triggers a full investigate, code, test, and pull request cycle.
Reason Machines Opens a Secret Backchannel So Coding Agents Talk Directly
A free, open-source Rust daemon lets coding agents across different machines discover each other, exchange messages, and coordinate directly over an encrypted P2P link.
Microsoft Finds One Signal Boosts AI Code-Fixing Agents by 44 Points
Microsoft and Georgia Tech researchers inject perfect information into SWE agents to rank which signals actually move the needle on bug fixing.
Developer Rebuilds Anthropic's Scion in Go, Hitting 2,500 Lands per Minute
An independent open-source take on Anthropic's internal Scion gives teams a Git-compatible server built for swarms of coding agents landing changes in parallel.
OpenAI's GPT-6 Astra Cracks COBOL, Scoring 72% on Banking's Ancient Code
OpenAI's newest models jump from single-digit to near-perfect accuracy on COBOL migration and show massive gains across 20 programming languages.
Cognition's Devin Now Grades Engineers to Decide Who Gets More AI Budget
Cognition is grading Devin users on productive hours per dollar, then raising spending limits for the ones who turn tokens into real engineering output.
Factory's Droids Now Build and Migrate Software Inside Databricks
Factory's autonomous coding agents can now be purchased through the Databricks Marketplace and run directly against Unity Catalog governed data and models.
MiniMax Reveals M3.1 Flash Was Secret 'Space Bunny' That Processed 200 Trillion Tokens
MiniMax rolls out M3.1 Flash, a 1M-context agentic coding model priced at $0.15/$0.60 per million tokens, with weights promised soon.
Nebius Turns Token Factory Into Runnable AI Recipes for Developers
Nebius published an open cookbook of notebooks and reference apps for its Token Factory inference service, covering agents, RAG, fine-tuning, and distillation.
Earshot Gives Coding Agents an Open-Source Audio Feedback Loop
Earshot gives coding agents calibrated hearing and a code-based sound forge, running fully on CPU with a CLI, Python API, and MCP server.
Geo-sleuth Turns Any Coding Agent Into an Open-Source Photo Detective
Geo-sleuth is an open-source agent skill that locates photos to within meters using OpenStreetMap, elevation skylines, satellite tiles and street view, with no landmarks required.
ScrapeCreators Ships 13 Open-Source Agent Skills for Social Media Research
ScrapeCreators shipped a plugin bundle of 13 agent skills that lets coding assistants run full social media research workflows across TikTok, Instagram, YouTube, Reddit, X, LinkedIn and more.
xAI's Grok Bot Runs Tasks 3x Faster and Trades Stocks on Your Behalf
Grok Bot ships a speed and polish pass, now runs computer tasks 3x faster, reads X Chat, and opens its connector marketplace to third parties.
Factory's Droid Now Takes Coding Tasks Directly From Slack and Jira
Factory makes Delegations generally available, letting teams hand coding tasks to its Droid agent directly from Slack, Linear, Jira, and Microsoft Teams.
How to choose an agent harness for your workload
Your agent harness is an architectural decision that directly dictates task success and API costs. Here is how to match it to your workload.
Unitree's UniUni Lets One Operator Control an Entire Robot Swarm
Unitree's new UniUni software coordinates fleets of its humanoid and quadruped robots for choreographed formations, live monitoring, and emergency stops.
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