GenAI PM
company15 mentions· Updated Jan 8, 2026

Cognition

AI company known for Devin and enterprise coding automation. The newsletter says it partnered with Infosys to deploy Devin across engineering teams.

Key Highlights

  • Cognition is best known for Devin and is emerging as a major player in autonomous software engineering workflows.
  • Its product updates show a clear move from coding assistance toward multi-agent task delegation, PR review, and enterprise automation.
  • The company’s Infosys partnership suggests growing enterprise readiness and real-world deployment across engineering teams.
  • Cognition is also positioning AI agents as a solution to high-stakes legacy modernization, especially COBOL transformation in large enterprises.
  • For AI PMs, Cognition offers practical lessons in agent UX, trust, workflow integration, and operational scaling.

Cognition

Overview

Cognition is an AI company focused on autonomous software engineering agents, best known for Devin, its coding agent product, and a growing set of enterprise developer automation tools. In the newsletter, Cognition appears repeatedly in the context of practical software delivery workflows: autonomous task execution, pull request review, code fixes, training infrastructure, and enterprise modernization use cases such as COBOL migration. It is also noted as partnering with Infosys to help deploy Devin across engineering teams, signaling a move from product demo narrative toward scaled enterprise adoption.

For AI Product Managers, Cognition matters because it sits at the intersection of AI agents, developer tooling, and enterprise transformation. Its updates show how agent products are evolving from single-task code assistants into multi-step systems that can review code, coordinate parallel work in separate environments, and tackle high-friction legacy modernization problems. That makes Cognition a useful case study for PMs thinking about productization of agents, workflow integration, evaluation, reliability, and change management inside large organizations.

Key Developments

  • 2026-02-17 — Cognition released GLM-5 and Minimax M2.5 on Windsurf, indicating activity around model availability and platform ecosystem distribution.
  • 2026-02-24 — Cognition launched a one-click inline PR fix feature in Devin Review that auto-suggests and applies code changes directly in pull request workflows.
  • 2026-02-28 — Cognition shared that it uses Devin internally every day and described Devin as the single biggest contributor to its own codebase, along with workflows and playbooks used to develop with agent assistance.
  • 2026-03-02 — Cognition said it optimized its training stack to run 6× faster than three months earlier by tolerating higher staleness in its algorithm to better utilize inference engines.
  • 2026-03-10 — Cognition launched Devin Review, a free no-signup PR review tool with autofix, smart diff organization, copy/move detection, and codebase-aware chat.
  • 2026-03-20 — Cognition launched a feature allowing Devin to spin up and oversee parallel Devins, each running in its own VM, to break down and delegate larger software tasks.
  • 2026-03-29 — Russell J. Kaplan noted that AI agents are increasingly autonomously initiating tasks, highlighting a shift toward proactive engineering workflows.
  • 2026-04-10 — Cognition argued that 92% of COBOL developers will retire in the next four years and that 68% of enterprise COBOL modernization projects are failing, positioning software agents as a way to accelerate and de-risk COBOL modernization at Fortune 500 companies.
  • 2026-04-10 — Newsletter context also notes Cognition’s partnership with Infosys to deploy Devin across engineering teams, reinforcing its enterprise go-to-market momentum.

Relevance to AI PMs

1. A live case study in agent product design Cognition shows how coding agents can expand from chat-based assistance into full workflow products: PR review, automated fixes, delegated sub-agents, and environment-isolated execution. PMs can study this progression when defining agent scope, handoff boundaries, and UX for trust.

2. A blueprint for enterprise rollout of AI agents
The Infosys partnership and COBOL modernization messaging show how agent companies package value for large organizations: start with measurable engineering bottlenecks, connect to transformation budgets, and position the agent as a force multiplier rather than a generic assistant.

3. Practical lessons in evaluation, reliability, and infrastructure
Cognition’s updates around internal dogfooding, training speed improvements, and code-review tooling are directly relevant to PMs building AI products that must be production-ready. Key tactical questions include how to measure autonomous output quality, when to allow auto-apply actions, and how to design review loops for high-stakes code changes.

Related

  • Devin — Cognition’s flagship coding agent and the company’s most visible product.
  • Devin Review — PR review and autofix tool that extends Cognition’s footprint into developer workflow automation.
  • AI agents / software-agents — Core category Cognition is helping define, especially for engineering use cases.
  • Pull requests / git diffs / bug-catcher — Related workflow surfaces where Cognition is applying automation and review intelligence.
  • COBOL / COBOL modernization / Fortune 500 companies — Major enterprise use case highlighted by Cognition, especially where legacy systems create urgency and budget.
  • Infosys — Key enterprise services partner mentioned in connection with deploying Devin across engineering teams.
  • Russell J. Kaplan — Associated with Cognition commentary on proactive, autonomously initiating agents.
  • Inference engines / async-rl — Relevant to Cognition’s training and systems optimization narrative.
  • Windsurf / GLM-5 / Minimax M2.5 — Connected through Cognition’s model distribution and platform ecosystem activity.
  • Datadog — A related developer tooling context in the broader ecosystem where observability and engineering workflow automation intersect.

Newsletter Mentions (15)

2026-04-10
“#11 𝕏 Cognition warns that 92% of COBOL developers will retire in the next four years and 68% of enterprise COBOL modernization projects are failing, and outlines how software agents can streamline and accelerate COBOL modernization at Fortune 500 companies.”

#11 𝕏 Cognition warns that 92% of COBOL developers will retire in the next four years and 68% of enterprise COBOL modernization projects are failing, and outlines how software agents can streamline and accelerate COBOL modernization at Fortune 500 companies.

2026-04-10
“Cognition warns that 92% of COBOL developers will retire in the next four years and 68% of enterprise COBOL modernization projects are failing, and outlines how software agents can streamline and accelerate COBOL modernization at Fortune 500 companies.”

#11 𝕏 Cognition warns that 92% of COBOL developers will retire in the next four years and 68% of enterprise COBOL modernization projects are failing, and outlines how software agents can streamline and accelerate COBOL modernization at Fortune 500 companies.

2026-04-10
“Cognition warns that 92% of COBOL developers will retire in the next four years and 68% of enterprise COBOL modernization projects are failing, and outlines how software agents can streamline and accelerate COBOL modernization at Fortune 500 companies.”

Cognition warns that 92% of COBOL developers will retire in the next four years and 68% of enterprise COBOL modernization projects are failing, and outlines how software agents can streamline and accelerate COBOL modernization at Fortune 500 companies. #12 𝕏 LlamaIndex 🦙 launched LlamaParse and LiteParse Agent Skills, giving AI agents access to layout, tables, images and structured context in PDFs and other unstructured docs for more reliable knowledge extraction and automation.

2026-03-29
“#6 𝕏 Cognition : Russell J. Kaplan observes that AI agents are now autonomously kicking off tasks, signaling a shift toward proactive engineering.”

Today's top 10 insights for PM Builders from X and Blogs. #6 𝕏 Cognition : Russell J. Kaplan observes that AI agents are now autonomously kicking off tasks, signaling a shift toward proactive engineering.

2026-03-20
“Cognition launched a new feature where Devin can spin up and oversee parallel Devins—each running in its own VM—to break down and delegate large code tasks, continuously improving its task management.”

#6 𝕏 Cognition launched a new feature where Devin can spin up and oversee parallel Devins—each running in its own VM—to break down and delegate large code tasks, continuously improving its task management. Available now for all users. #7 𝕏 DeepLearning.AI : ActianCorp launched VectorAI DB, a portable vector database that enables low-latency semantic search for AI applications on edge, embedded, on-prem and hybrid environments.

2026-03-10
“#9 𝕏 Cognition launched Devin Review, a free no-signup PR review tool with autofix, smart diff organization, copy/move detection, and codebase-aware chat—just swap “github” with “devinreview” on any PR to try it.”

Cognition appears twice in the newsletter, both around the Devin product line and integrations. The focus is on practical developer tooling for code review and monitoring workflows.

2026-03-02
“𝕏 Cognition optimized its training stack to run 6× faster than three months ago by tolerating higher staleness in its algorithm to fully utilize inference engines.”

GenAI PM Daily March 02, 2026 GenAI PM Daily 🎧 Listen to this brief 3 min listen Today's top 12 insights for PM Builders, ranked by relevance from LinkedIn, X, and YouTube. Vercel Opens Queues Public Beta #1 in Guillermo Rauch announced Vercel Queues public beta (v0.link/queues), a simple send & receive API service built for infinite use cases—especially reliable, “unbreakable” agent and AI apps. #2 𝕏 Computer added GPT-5.3-Codex as a coding subagent to Perplexity Computer, giving users on-demand code generation and debugging assistance. #3 𝕏 Cognition optimized its training stack to run 6× faster than three months ago by tolerating higher staleness in its algorithm to fully utilize inference engines.

2026-02-28
“Cognition uses Devin every day as the single biggest contributor to their codebase and has just shared an inside look at the workflows, tools, and playbooks powering Devin’s development.”

#7 𝕏 Cognition uses Devin every day as the single biggest contributor to their codebase and has just shared an inside look at the workflows, tools, and playbooks powering Devin’s development.

2026-02-24
“#10 𝕏 Cognition launched a one-click inline PR fix feature in Devin Review that auto-suggests and applies code changes.”

GenAI PM Daily February 24, 2026 GenAI PM Daily 🎧 Listen to this brief 3 min listen Today's top 23 insights for PM Builders, ranked by relevance from Blogs, YouTube, X, and LinkedIn. OpenAI Updates SWE-bench Verified Metrics #1 📝 OpenAI News Why SWE-bench Verified no longer measures frontier coding capabilities - OpenAI explains why the SWE-bench Verified benchmark is no longer used to measure frontier coding capabilities, outlining limitations of the metric and reasons it can misrepresent real-world model performance. The piece describes the rationale for retiring or deprioritizing the benchmark and points toward alternative evaluation approaches for assessing coding ability. Also covered by: @Sebastian Raschka #2 📝 Simon Willison Ladybird adopts Rust, with help by AI - Andreas Kling describes using coding agents (Claude Code and Codex) to port Ladybird's LibJS JavaScript engine from C++ to Rust, producing byte-for-byte identical output and completing ~25,000 lines of Rust in about two weeks.

2026-02-17
“Cognition released GLM-5 and Minimax M2.5 on Windsurf, both now live with limited-time launch discounts.”

#11 𝕏 Cognition released GLM-5 and Minimax M2.5 on Windsurf, both now live with limited-time launch discounts. #12 𝕏 Andrej Karpathy observes that LLMs excel at translating existing codebases—seen in surging C-to-Rust ports and COBOL modernizations—because the original code doubles as a detailed prompt and test reference.

Related

AI agentsconcept

Autonomous or semi-autonomous systems used here in sales and coding workflows. The newsletter highlights their role in replacing human SDR tasks and orchestrating complex tasks.

Devin Reviewtool

A reimagined code review interface from Cognition that groups related changes and flags issues by confidence and severity. Useful as an example of AI-native developer workflow design.

Devintool

Cognition's AI coding agent for enterprise engineering workflows. It is mentioned as being deployed across engineering teams.

GLM-5tool

A model released on Windsurf with a limited-time launch discount. It is relevant as another model option available to developers.

COBOL modernizationconcept

The process of updating legacy COBOL systems, often for enterprise migration and maintenance. AI agents are increasingly positioned as tools to accelerate this high-friction modernization work.

COBOLconcept

A legacy programming language often targeted for modernization and migration efforts. For PMs, it represents enterprise technical debt and transformation risk.

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