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Tessl's engineering team merges 75% of pull requests without human review using Tessl Code Review, reducing review costs and improving defect detection accuracy.
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Tessl Verifiers are JSON-based rules in your repo that enforce coding standards on every code change, ensuring consistent rule checks beyond what linters can provide.
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Explore the importance of software factory openness, focusing on retaining business knowledge and understanding beyond code generation for strategic advantage.
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Learn to constrain a coding agent using files you own by understanding and implementing four key levers: instruction, constraint, capability, and charter.
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Explore how coding agents transform code review processes by increasing PR volumes, highlighting the need for agentic workflows to handle rapid development cycles.
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AI agents struggle with incomplete data, not intelligence. Building effective memory systems is crucial for agents to navigate organizational knowledge accurately.
NOVEMBER 2 – 4
AI DevCon is heading back to NYC! The best place to master agentic coding. For the developers and teams building with agents. Two days in Brooklyn for the people putting agents to work in real codebases. AI DevCon brings together developers, engineering leaders, and teams using agentic coding in practice. For 2026, the focus is scaling AI-native development beyond the individual: across teams, codebases, and platforms. Expect real-world AI engineering, practical dev tooling, and hands-on sessions from the people shipping with agents. Real-world AI engineering. Straight from people shipping it. Practical dev tooling. Things you can use on Monday. Hands-on sessions. Not slideware. Help shape AI DevCon. CALL FOR PAPERS Agentic coding is the norm. We want deep, technical talks on harness engineering, agent enablement, software factories, and scaling AI-native development. Submit a talk -> Sponsor AI DevCon Direct access to the developers and technical leaders shaping how AI agents get built, governed, and scaled. These are the teams deciding which tools they adopt. More speakers, agenda details, and exciting announcements coming soon. See you in NYC! 🗽 Check out the official AI Native DevCon site - https://ainativedevcon.io/
Your 2-min weekly roundup of AI dev news, tools, curated content and events.
Read by engineer leaders at
Maria Gorinova: Feedback Loops That Fix Your Codebase
Agents left alone write longer and longer comments. Tessl's Maria Gorinova explains the feedback loops that let a software factory catch drift and fix itself.
13 Oct 2026 · 37 min 56 sec
Jacob Lauritzen: Token Maxing Is the New Lines of Code
AI writes almost all of Legora's code. So why does its CTO think token maxing is a mistake, and why should litigation strategy stay a human call?
6 Oct 2026 · 44 min 21 sec
Liz Fong-Jones: 2x the PRs, 1.5x the Incidents
Honeycomb doubled its pull requests with AI and incidents rose 1.5x. Liz Fong-Jones on automated code review, owning AI output, and when agents can run production.
29 Sept 2026 · 49 min 37 sec · with Liz Fong-Jones
Dexter Horthy: Why We Stopped Trusting AI to Write the Plan
HumanLayer's Dexter Horthy staked his team's codebase on trust the plan, skip the code. Four months later it was unusable. Here's what changed his mind.
22 Sept 2026 · 56 min 10 sec
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