
AUTHOR
Paul Sawers
Freelance tech writer at Tessl, former TechCrunch senior writer covering startups and open source
Articles

News
The model's solved, now comes the hard part: Reviewability as the bottleneck
AI engineering shifts focus from model development to ensuring system reviewability, emphasizing manageable task sizes for reliable and governable outputs.

News
OpenAI is shutting down self-serve fine-tuning – what this signals for enterprise AI
OpenAI is phasing out self-serve fine-tuning, citing advanced models reducing its necessity, signaling a shift in enterprise AI towards infrastructure challenges.

News
What 1,281 agent runs reveal about coding agent failure in large codebases
Sourcegraph's study of 1,281 agent runs in large codebases identifies infrastructure, not model capability, as the main bottleneck, revealing five common failure patterns.

News
How enterprises are scaling AI: 5 patterns from OpenAI
OpenAI identifies five patterns for scaling AI in enterprises, focusing on operational integration, governance, and engineering ownership over model capabilities.

News
Why multi-agent AI breaks in production — and how Yugabyte's Meko is trying to fix it
Yugabyte's Meko addresses multi-agent AI production issues by providing a shared memory and coordination layer, tackling state synchronization challenges in complex workflows.

News
With Cosmos, Augment Code wants to give AI coding teams shared memory and context
Cosmos by Augment Code provides AI coding teams with shared memory and context, enabling coordinated agent tasks and knowledge reuse across development environments.

Article
Warp goes open source, betting agents and community can outpace closed rivals
Warp open-sources its terminal client, leveraging AI agents and community input to redefine software development, focusing on task coordination and output verification.

News
OpenAI open-sources Symphony, a spec for orchestrating Codex agents
OpenAI's Symphony, an open-source spec, orchestrates Codex agents for coding tasks, automating workflows from issue tracking to pull requests with human review.

News
Anthropic postmortem shows how small changes compounded into Claude Code failure
Anthropic's postmortem reveals Claude Code's decline was due to prompt changes, caching bugs, and reasoning adjustments, highlighting how small system tweaks can impact AI tools.

Article
As SpaceX deal looms, Cursor partners with Chainguard to secure open-source dependencies in AI-built code
Cursor partners with Chainguard to secure open-source dependencies in AI-generated code, addressing supply chain risks as AI tools automate software production.

News
Replit launches “Security Agent” to scan and fix vulnerabilities in AI-built apps
Replit's new 'Security Agent' integrates automated vulnerability detection and remediation into its AI coding platform, enhancing security during app development.

Article
Cloudflare introduces “Agent Memory” to help AI agents remember across sessions
Cloudflare's 'Agent Memory' provides AI agents with persistent memory, enhancing their performance by managing context and storing essential information separately.














































































































